QueryInst-Swin-L mask AP @ COCO test-dev

Annotation Type: segm loading annotations into memory... Done (t=2.99s) creating index... index created! Loading and preparing results... DONE (t=51.18s) creating index... index created! evaluate category: person Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=82.42s). Accumulating evaluation results... DONE (t=9.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.544 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.870 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.605 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.368 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.593 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.188 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.684 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.806 evaluate category: bicycle Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=5.09s). Accumulating evaluation results... DONE (t=0.55s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.277 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.629 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.214 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.174 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.305 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.207 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.367 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.395 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.282 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.433 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.598 evaluate category: car Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=14.50s). Accumulating evaluation results... DONE (t=1.86s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.500 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.792 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.548 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.393 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.630 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.714 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.206 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.579 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.624 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.533 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.740 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.833 evaluate category: motorcycle Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=5.26s). Accumulating evaluation results... DONE (t=0.45s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.778 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.437 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.204 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.396 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.615 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.252 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.499 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.309 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.513 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.708 evaluate category: airplane Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.42s). Accumulating evaluation results... DONE (t=0.53s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.555 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.910 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.613 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.397 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.535 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.686 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.382 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.510 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759 evaluate category: bus Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.16s). Accumulating evaluation results... DONE (t=0.57s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.764 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.913 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.843 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.320 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.644 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.878 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.824 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.829 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.751 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.920 evaluate category: train Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=3.78s). Accumulating evaluation results... DONE (t=0.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.928 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.829 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.447 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.516 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.782 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.792 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.796 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.850 evaluate category: truck Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=6.09s). Accumulating evaluation results... DONE (t=1.07s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.471 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.663 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.542 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.254 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.454 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.408 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.680 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.564 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.704 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.808 evaluate category: boat Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=7.28s). Accumulating evaluation results... DONE (t=0.82s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.338 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.663 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.311 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.247 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.414 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.481 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.154 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.426 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.505 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.416 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.569 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.670 evaluate category: traffic light Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=6.27s). Accumulating evaluation results... DONE (t=0.95s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.368 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.660 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.375 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.314 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.527 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.614 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.190 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.691 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.794 evaluate category: fire hydrant Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=2.70s). Accumulating evaluation results... DONE (t=0.28s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.686 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.913 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.813 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.704 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.717 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.756 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.758 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.757 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.844 evaluate category: stop sign Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=3.24s). Accumulating evaluation results... DONE (t=0.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.774 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.867 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.846 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.541 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.756 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.906 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.779 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.866 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.866 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.760 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.842 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.951 evaluate category: parking meter Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=10.52s). Accumulating evaluation results... DONE (t=0.28s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.542 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.722 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.626 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.261 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.547 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.811 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.456 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.675 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.681 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.422 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.649 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.913 evaluate category: bench Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=9.85s). Accumulating evaluation results... DONE (t=1.94s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.305 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.538 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.312 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.136 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.292 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.511 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.277 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.445 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.301 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.674 evaluate category: bird Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=10.35s). Accumulating evaluation results... DONE (t=1.58s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.429 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.744 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.461 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.283 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.593 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.683 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.188 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.452 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.693 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771 evaluate category: cat Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.17s). Accumulating evaluation results... DONE (t=0.57s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.733 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.938 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.862 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.301 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.666 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.766 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.813 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.820 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.600 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.750 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.849 evaluate category: dog Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.69s). Accumulating evaluation results... DONE (t=0.74s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.665 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.921 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.791 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.396 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.635 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.743 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.760 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.764 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.505 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.727 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.842 evaluate category: horse Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=5.93s). Accumulating evaluation results... DONE (t=0.70s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.563 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.917 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.633 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.370 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.547 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.337 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.643 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.658 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.493 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752 evaluate category: sheep Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=7.03s). Accumulating evaluation results... DONE (t=0.63s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.562 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.865 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.645 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.447 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.621 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.718 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.122 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.662 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.563 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.706 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.820 evaluate category: cow Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=6.52s). Accumulating evaluation results... DONE (t=0.54s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.583 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.891 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.670 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.468 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.598 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.187 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.576 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.691 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.828 evaluate category: elephant Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=5.05s). Accumulating evaluation results... DONE (t=0.44s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.704 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.953 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.826 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.545 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.650 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.767 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.327 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.776 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.735 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.833 evaluate category: bear Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=3.43s). Accumulating evaluation results... DONE (t=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.780 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.954 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.911 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.604 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.698 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.820 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.843 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.849 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.700 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.771 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.882 evaluate category: zebra Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=5.43s). Accumulating evaluation results... DONE (t=0.50s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.638 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.947 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.756 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.438 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.609 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.269 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.664 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.710 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.679 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.804 evaluate category: giraffe Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=6.09s). Accumulating evaluation results... DONE (t=0.59s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.953 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.766 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.464 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.593 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.688 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.354 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.697 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.647 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.763 evaluate category: backpack Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=7.86s). Accumulating evaluation results... DONE (t=1.45s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.330 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.581 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.346 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.257 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.406 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.425 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.336 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.542 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.454 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.753 evaluate category: umbrella Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=5.41s). Accumulating evaluation results... DONE (t=0.62s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.551 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.799 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.619 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.407 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.587 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.740 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.286 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.675 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.711 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.855 evaluate category: handbag Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=8.02s). Accumulating evaluation results... DONE (t=1.75s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.287 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.546 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.266 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.239 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.372 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.346 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.277 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.769 evaluate category: tie Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.67s). Accumulating evaluation results... DONE (t=0.69s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.493 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.780 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.546 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.355 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.621 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.375 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.569 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.460 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.716 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.816 evaluate category: suitcase Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=5.03s). Accumulating evaluation results... DONE (t=0.61s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.536 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.765 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.596 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.277 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.538 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.262 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.623 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.702 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.459 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.720 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.815 evaluate category: frisbee Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=2.85s). Accumulating evaluation results... DONE (t=0.34s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.642 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.892 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.749 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.583 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.725 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.712 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.720 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.657 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.799 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.869 evaluate category: skis Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.93s). Accumulating evaluation results... DONE (t=0.56s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.112 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.374 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.027 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.090 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.191 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.099 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.118 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.216 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.246 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.176 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.378 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.517 evaluate category: snowboard Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=3.45s). Accumulating evaluation results... DONE (t=0.42s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.327 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.659 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.287 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.192 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.536 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.318 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.463 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.333 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.601 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.795 evaluate category: sports ball Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.95s). Accumulating evaluation results... DONE (t=0.74s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.599 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.860 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.684 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.546 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.819 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.789 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.503 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.695 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.881 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.835 evaluate category: kite Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.91s). Accumulating evaluation results... DONE (t=0.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.412 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.788 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.385 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.382 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.509 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.458 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.155 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.463 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.546 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.493 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.760 evaluate category: baseball bat Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=2.68s). Accumulating evaluation results... DONE (t=0.29s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.424 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.833 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.442 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.400 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.419 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.448 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.547 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.715 evaluate category: baseball glove Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=3.01s). Accumulating evaluation results... DONE (t=0.33s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.835 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.599 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.472 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.680 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.786 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.458 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.575 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.778 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886 evaluate category: skateboard Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.40s). Accumulating evaluation results... DONE (t=0.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.415 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.837 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.384 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.324 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.494 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.514 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.361 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.549 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.421 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.785 evaluate category: surfboard Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=6.29s). Accumulating evaluation results... DONE (t=0.83s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.770 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.431 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.298 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.490 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.652 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.334 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.537 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.574 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.431 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.812 evaluate category: tennis racket Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=3.71s). Accumulating evaluation results... DONE (t=0.38s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.645 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.915 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.762 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.507 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.725 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.537 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.704 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.585 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.801 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.871 evaluate category: bottle Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=10.64s). Accumulating evaluation results... DONE (t=1.58s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.714 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.543 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.359 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.594 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.772 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.249 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.750 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886 evaluate category: wine glass Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=3.75s). Accumulating evaluation results... DONE (t=0.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.741 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.481 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.317 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.584 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.215 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.418 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.698 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.842 evaluate category: cup Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=8.25s). Accumulating evaluation results... DONE (t=1.64s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.557 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.745 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.631 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.377 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.675 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.813 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.345 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.669 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.696 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.800 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.897 evaluate category: fork Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=11.98s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.304 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.676 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.208 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.210 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.452 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.430 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.291 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.410 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.417 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.303 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.635 evaluate category: knife Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.45s). Accumulating evaluation results... DONE (t=0.69s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.339 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.630 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.351 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.248 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.510 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.296 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.796 evaluate category: spoon Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.26s). Accumulating evaluation results... DONE (t=0.60s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.277 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.518 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.278 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.196 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.465 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.329 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.252 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.442 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.458 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.360 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.658 evaluate category: bowl Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=6.40s). Accumulating evaluation results... DONE (t=1.01s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.498 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.683 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.566 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.341 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.533 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.624 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.360 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.675 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.533 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.838 evaluate category: banana Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=5.95s). Accumulating evaluation results... DONE (t=0.51s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.291 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.487 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.308 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.137 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.327 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.140 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.392 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.316 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.622 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800 evaluate category: apple Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=3.93s). Accumulating evaluation results... DONE (t=0.42s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.354 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.483 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.399 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.161 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.395 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.642 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.183 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.680 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.868 evaluate category: sandwich Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=3.44s). Accumulating evaluation results... DONE (t=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.523 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.709 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.564 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.168 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.409 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.657 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.368 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.683 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.386 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.867 evaluate category: orange Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=3.89s). Accumulating evaluation results... DONE (t=0.35s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.368 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.499 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.411 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.170 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.436 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.611 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.168 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.519 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.642 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.447 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.839 evaluate category: broccoli Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=5.43s). Accumulating evaluation results... DONE (t=0.50s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.336 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.575 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.363 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.169 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.331 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.418 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.163 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.494 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.601 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.392 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.583 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.712 evaluate category: carrot Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.46s). Accumulating evaluation results... DONE (t=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.268 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.453 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.291 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.223 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.307 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.369 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.116 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.445 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.459 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759 evaluate category: hot dog Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=2.77s). Accumulating evaluation results... DONE (t=0.27s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.616 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.479 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.177 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.474 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.671 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.282 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.284 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.660 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.847 evaluate category: pizza Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.65s). Accumulating evaluation results... DONE (t=0.53s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.671 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.866 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.734 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.360 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.564 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.793 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.475 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.769 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.786 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.462 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.693 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.898 evaluate category: donut Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.65s). Accumulating evaluation results... DONE (t=0.50s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.641 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.812 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.726 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.390 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.661 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.781 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.187 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.619 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.769 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.788 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.890 evaluate category: cake Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.24s). Accumulating evaluation results... DONE (t=0.60s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.468 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.642 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.526 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.208 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.402 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.337 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.604 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.658 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.419 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.623 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.798 evaluate category: chair Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=15.78s). Accumulating evaluation results... DONE (t=2.78s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.328 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.617 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.315 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.200 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.391 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.458 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.185 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.457 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.511 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.364 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.566 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.707 evaluate category: couch Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.90s). Accumulating evaluation results... DONE (t=0.75s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.496 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.744 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.541 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.164 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.332 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.546 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.496 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.718 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.313 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.767 evaluate category: potted plant Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=6.03s). Accumulating evaluation results... DONE (t=1.05s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.291 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.558 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.287 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.210 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.341 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.334 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.265 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.481 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.505 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.537 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.658 evaluate category: bed Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.55s). Accumulating evaluation results... DONE (t=0.66s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.514 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.788 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.552 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.205 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.298 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.718 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.738 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.595 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.758 evaluate category: dining table Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=9.60s). Accumulating evaluation results... DONE (t=1.83s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.249 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.450 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.239 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.088 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.192 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.295 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.354 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.263 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.452 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.620 evaluate category: toilet Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.11s). Accumulating evaluation results... DONE (t=0.56s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.707 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.895 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.811 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.208 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.649 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.622 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.814 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.839 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.418 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.783 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887 evaluate category: tv Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=3.84s). Accumulating evaluation results... DONE (t=0.54s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.658 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.854 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.768 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.338 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.610 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.576 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.761 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.778 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.739 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.865 evaluate category: laptop Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=3.37s). Accumulating evaluation results... DONE (t=0.45s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.745 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.918 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.855 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.464 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.699 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.830 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.642 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.815 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.818 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.521 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.780 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.900 evaluate category: mouse Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=2.34s). Accumulating evaluation results... DONE (t=0.24s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.679 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.902 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.815 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.610 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.757 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.834 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.653 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.759 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.763 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.699 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.830 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.926 evaluate category: remote Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.08s). Accumulating evaluation results... DONE (t=0.60s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.764 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.503 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.412 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.568 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.715 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.321 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.615 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.564 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.738 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.842 evaluate category: keyboard Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=2.86s). Accumulating evaluation results... DONE (t=0.36s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.643 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.843 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.751 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.362 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.634 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.756 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.563 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.767 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.772 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.759 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.869 evaluate category: cell phone Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=5.54s). Accumulating evaluation results... DONE (t=1.05s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.438 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.686 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.475 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.300 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.619 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.716 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.439 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.475 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.788 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.860 evaluate category: microwave Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=2.23s). Accumulating evaluation results... DONE (t=0.22s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.708 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.903 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.805 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.598 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.708 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.744 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.807 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.807 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.718 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.798 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.837 evaluate category: oven Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=2.93s). Accumulating evaluation results... DONE (t=0.36s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.480 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.723 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.493 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.133 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.419 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.506 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.685 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.695 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.243 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.624 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.769 evaluate category: toaster Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=1.69s). Accumulating evaluation results... DONE (t=0.09s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.346 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.472 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.417 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.315 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.279 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.573 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.421 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.648 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.770 evaluate category: sink Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=5.26s). Accumulating evaluation results... DONE (t=0.86s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.421 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.705 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.441 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.242 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.464 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.454 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.644 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.418 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.676 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.788 evaluate category: refrigerator Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=2.71s). Accumulating evaluation results... DONE (t=0.34s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.676 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.858 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.747 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.002 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.734 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.706 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.782 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.782 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.150 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.833 evaluate category: book Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=13.44s). Accumulating evaluation results... DONE (t=1.55s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.192 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.366 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.181 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.134 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.295 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.107 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.307 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.356 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.784 evaluate category: clock Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=5.99s). Accumulating evaluation results... DONE (t=1.11s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.570 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.823 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.645 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.478 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.644 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.652 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.473 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.721 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.769 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.825 evaluate category: vase Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=4.88s). Accumulating evaluation results... DONE (t=0.74s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.536 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.752 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.613 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.326 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.554 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.751 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.365 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.705 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.738 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.871 evaluate category: scissors Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=10.50s). Accumulating evaluation results... DONE (t=0.27s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.412 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.729 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.440 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.327 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.474 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.470 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.401 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.493 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.418 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.580 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.622 evaluate category: teddy bear Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=3.98s). Accumulating evaluation results... DONE (t=0.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.566 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.794 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.651 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.233 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.540 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.682 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.346 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.629 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.720 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.464 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.699 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.820 evaluate category: hair drier Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=1.90s). Accumulating evaluation results... DONE (t=0.16s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.293 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.554 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.260 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.230 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.325 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.451 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.395 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.520 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.485 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.710 evaluate category: toothbrush Running per image evaluation... useSegm (deprecated) is not None. Running segm evaluation Evaluate annotation type segm DONE (t=3.32s). Accumulating evaluation results... DONE (t=0.44s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.320 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.622 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.284 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.204 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.472 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.239 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.437 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.473 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.358 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.724 overall performance Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.742 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.538 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.315 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.518 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.603 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.469 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800 Done (t=851.72s)