| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Person Re-identification | Duke MTMC-reID (test) | Rank-195.6 | 1,018 | |
| Person Re-identification | DukeMTMC-reID | Rank-1 Acc95.7 | 648 | |
| Person Re-identification | DukeMTMC | R1 Accuracy94.4 | 120 | |
| Person Re-Identification | DukeMTMC (test) | mAP87.3 | 83 | |
| Person Re-Identification | Occluded-DukeMTMC | Rank-1 Acc71.3 | 55 | |
| Person Re-Identification | DukeMTMC-reID Market1501 (test) | Rank-1 Acc75.8 | 45 | |
| Person Re-identification | DukeMTMC holistic (test) | Rank-190 | 27 | |
| Video Person Re-identification | DukeMTMC-VideoReID | Rank-1 Accuracy97.6 | 26 | |
| Person Re-identification | DukeMTMC standard (test) | mAP80.2 | 20 | |
| Lifelong Person Re-identification | DukeMTMC | mAP60.4 | 19 | |
| Person Re-identification | DukeMTMC Order-2 (train) | mAP60.4 | 19 | |
| Image-to-Video Person Re-identification | DukeMTMC-VideoReID (test) | Top-1 Acc97 | 16 | |
| Person Re-Identification | Occluded-DukeMTMC (test) | Rank-1 Accuracy71.4 | 13 | |
| Multi-Target Multi-Camera Tracking | DukeMTMC (test-hard) | IDF179 | 13 | |
| Domain Adaptive Person Re-identification | DukeMTMC-reID (test) | Rank-167.9 | 12 | |
| Person Re-Identification | DukeMTMC Protocol-1 | Rank-177.89 | 11 | |
| Person Re-identification | P-DukeMTMC | Rank-1 Acc93 | 9 | |
| Person Re-identification | DukeMTMC 42 (test) | R189 | 8 | |
| Video-to-Video Re-identification | DukeMTMC-VideoReID (test) | Top-1 Acc96.3 | 8 | |
| Single-Camera Tracking | DukeMTMC easy (test) | IDF189.2 | 7 | |
| Multi-Target Multi-Camera Tracking | DukeMTMC (test-easy) | IDF182 | 6 |