Model Zoo
September 4, 2021 ยท View on GitHub
Standard Models.
| Model | size | mAPval 0.5:0.95 | mAPtest 0.5:0.95 | Speed V100 (ms) | Params (M) | FLOPs (G) | weights |
|---|---|---|---|---|---|---|---|
| YOLOX-s | 640 | 40.5 | 40.5 | 9.8 | 9.0 | 26.8 | github |
| YOLOX-m | 640 | 46.9 | 47.2 | 12.3 | 25.3 | 73.8 | github |
| YOLOX-l | 640 | 49.7 | 50.1 | 14.5 | 54.2 | 155.6 | github |
| YOLOX-x | 640 | 51.1 | 51.5 | 17.3 | 99.1 | 281.9 | github |
| YOLOX-Darknet53 | 640 | 47.7 | 48.0 | 11.1 | 63.7 | 185.3 | github |
Legacy models
| Model | size | mAPtest 0.5:0.95 | Speed V100 (ms) | Params (M) | FLOPs (G) | weights |
|---|---|---|---|---|---|---|
| YOLOX-s | 640 | 39.6 | 9.8 | 9.0 | 26.8 | onedrive/github |
| YOLOX-m | 640 | 46.4 | 12.3 | 25.3 | 73.8 | onedrive/github |
| YOLOX-l | 640 | 50.0 | 14.5 | 54.2 | 155.6 | onedrive/github |
| YOLOX-x | 640 | 51.2 | 17.3 | 99.1 | 281.9 | onedrive/github |
| YOLOX-Darknet53 | 640 | 47.4 | 11.1 | 63.7 | 185.3 | onedrive/github |
Light Models.
| Model | size | mAPval 0.5:0.95 | Params (M) | FLOPs (G) | weights |
|---|---|---|---|---|---|
| YOLOX-Nano | 416 | 25.8 | 0.91 | 1.08 | github |
| YOLOX-Tiny | 416 | 32.8 | 5.06 | 6.45 | github |
Legacy models
| Model | size | mAPval 0.5:0.95 | Params (M) | FLOPs (G) | weights |
|---|---|---|---|---|---|
| YOLOX-Nano | 416 | 25.3 | 0.91 | 1.08 | onedrive/github |
| YOLOX-Tiny | 416 | 32.8 | 5.06 | 6.45 | onedrive/github |