- Dynamic keypoints
- WingLoss
- Efficient backbones
- EIOU and SIOU
Method | Test Size | Easy | Medium | Hard | FLOPs (B) @640 | Link |
---|---|---|---|---|---|---|
yolov7-lite-e | 640 | 91.8 | 88.6 | 71.8 | 2.6 | |
yolov7-tiny-leak | 640 | 93.2 | 91.3 | 83.0 | 16.6 | |
yolov7s | 640 | 94.8 | 93.1 | 85.2 | 16.8 | |
yolov7-w6 | 960 | 96.4 | 95.0 | 88.3 | 89.0 | |
yolov7-w6+TTA | 1280 | 96.9 | 95.8 | 90.4 | 89.0 |