| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| COCO (val) | MMPedestron | AP71.1 | 12 | 4d ago | |
| ExLPose Well-lit 1.0 (test) | AP (0.5:0.95)63.5 | 7 | 2d ago | ||
| ExLPose Low-light-all 1.0 (test) | Ours | AP@0.5:0.9534.9 | 7 | 2d ago | |
| ExLPose Low-light-extreme 1.0 (test) | Ours | AP (0.5:0.95)21 | 7 | 2d ago | |
| ExLPose Low-light-hard 1.0 (test) | Ours | AP@0.5:0.9534.5 | 7 | 2d ago | |
| ExLPose Low-light-normal 1.0 (test) | Ours | AP@0.5:0.9546.2 | 7 | 2d ago | |
| DLR-ACD | MRCNet | Precision51 | 5 | 4d ago | |
| Infant Videos (test) | Detection AP98.1 | 4 | 4d ago | ||
| AOS original ('F' scenes) | AP92.2 | 2 | 4d ago | ||
| Physical World Video Dataset | DAP | TPR92.01 | 2 | 4d ago | |
| Disjoint Synthetic Dataset | AP0.649 | 1 | 4d ago | ||
| AOS 'F' scenes (excluding F3 and F4) modified | Proposed RGB-only pipeline | AP89.6 | 1 | 4d ago |
