instance_segmentation.md

Evaluated Instance Segmentation Models

Method	Backbone	Epoch	Link to Config	Model	Detections	LRP Results	oLRP↓	oLRPLoc↓	oLRPFP↓	oLRPFN↓	APC↑	AP50↑	AP75↑	ARC100↑
Mask R-CNN	R50	24	mmdetection	model	json	txt	70.7	18.5	28.5	47.0	35.4	56.4	37.9	48.1
Mask R-CNN	R101	24	mmdetection	model	json	txt	69.4	18.2	25.9	46.3	36.6	57.9	39.1	48.8
Mask R-CNN	X101	12	mmdetection	model	json	txt	67.8	18.3	24.9	43.5	38.4	60.6	41.3	50.3
Cascade Mask R-CNN	X101	20	mmdetection	model	json	txt	66.8	18.0	24.3	42.1	39.5	61.3	42.5	50.5
Mask Scoring R-CNN	X101	12	mmdetection	model	json	txt	67.5	17.9	24.5	43.3	39.5	60.5	42.6	50.1
Hybrid Task Cascade	X101	20	mmdetection	model	json	txt	63.6	17.0	23.4	37.9	43.8	66.8	47.1	57.4