| 2d-object-detection-on-ceymo | YOLOv7 | #2 | mAP: 69.5 |
| object-detection-on-coco | YOLOv7-D6 (44 fps) | #39 | box mAP: 56.6 |
| object-detection-on-coco | YOLOv7-E6 (56 fps) | #45 | box mAP: 56 |
| object-detection-on-coco | YOLOv7-W6 (84 fps) | #50 | box mAP: 54.9 |
| object-detection-on-coco | YOLOv7-X (114 fps) | #66 | box mAP: 53.1 |
| object-detection-on-coco | YOLOv7 (161 fps) | #79 | box mAP: 51.4 |
| object-detection-on-coco-o | YOLOv7-E6E | #15 | Average mAP: 32.0Effective Robustness: 6.42 |
| pedestrian-detection-on-dvtod | YOLOv7 (Thermal) | #7 | mAP: 77.8 |
| pedestrian-detection-on-dvtod | YOLOv7 (Visible) | #8 | mAP: 35.3 |
| real-time-object-detection-on-coco | YOLOv7-E6E(1280) | #5 | box AP: 56.8FPS (V100, b=1): 36 |
| real-time-object-detection-on-coco | YOLOv7-D6(1280) | #6 | box AP: 56.6FPS (V100, b=1): 44 |
| real-time-object-detection-on-coco | YOLOv7-E6(1280) | #9 | box AP: 56FPS (V100, b=1): 56 |
| real-time-object-detection-on-coco | YOLOv7-W6(1280) | #15 | box AP: 54.9FPS (V100, b=1): 84 |
| real-time-object-detection-on-coco | YOLOv7-X | #29 | box AP: 53.1FPS (V100, b=1): 114 |