| 2d-object-detection-on-ceymo | YOLOv7 | #2 | mAP: 69.5 |
| real-time-object-detection-on-coco-test-dev | YOLOv7-E6E (1280) | #2 | box AP: 56.8FPS (batch 1, GPU in brackets): 36 (V100) |
| real-time-object-detection-on-coco-test-dev | YOLOv7-D6 (1280) | #3 | box AP: 56.6FPS (batch 1, GPU in brackets): 44 (V100) |
| real-time-object-detection-on-coco-test-dev | YOLOv7-E6 (1280) | #4 | box AP: 56.0FPS (batch 1, GPU in brackets): 56 (V100) |
| real-time-object-detection-on-coco-test-dev | YOLOv7-W6 (1280) | #6 | box AP: 54.9FPS (batch 1, GPU in brackets): 84 (V100) |
| real-time-object-detection-on-coco-test-dev | YOLOv7-X (640) | #11 | box AP: 53.1FPS (batch 1, GPU in brackets): 114 (V100) |
| pedestrian-detection-on-dvtod | YOLOv7 (Thermal) | #7 | mAP: 77.8 |
| pedestrian-detection-on-dvtod | YOLOv7 (Visible) | #8 | mAP: 35.3 |
| object-detection-on-coco-o | YOLOv7-E6E | #15 | Average mAP: 32.0Effective Robustness: 6.42 |
| object-detection-on-coco-test-dev | YOLOv7-D6 (44 fps) | #37 | box mAP: 56.6 |
| object-detection-on-coco-test-dev | YOLOv7-E6 (56 fps) | #43 | box mAP: 56 |
| object-detection-on-coco-test-dev | YOLOv7-W6 (84 fps) | #48 | box mAP: 54.9 |
| object-detection-on-coco-test-dev | YOLOv7-X (114 fps) | #64 | box mAP: 53.1 |
| object-detection-on-coco-test-dev | YOLOv7 (161 fps) | #75 | box mAP: 51.4 |