| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Person Re-identification | CUHK03 (Detected) | Rank-1 Accuracy88 | 219 | |
| Person Re-identification | CUHK03 | R199.34 | 184 | |
| Person Re-identification | CUHK03 (Labeled) | Rank-1 Rate97.8 | 180 | |
| Person Re-identification | CUHK03 NP (new protocol) (test) | mAP65.05 | 98 | |
| Person Re-identification | CUHK03 Detected (test) | mAP96.53 | 72 | |
| Person Re-Identification | CUHK03 NP (test) | Rank-168.4 | 69 | |
| Person Re-identification | CUHK03 NP | Rank-189.6 | 64 | |
| Person Re-identification | CUHK03 Labeled (test) | mAP96.92 | 61 | |
| Person Re-Identification | CUHK03 Labeled (767/700) | Rank-187.2 | 56 | |
| Person Re-Identification | CUHK03 Detected (767/700 split) | R184.9 | 49 | |
| Person Re-Identification | CUHK03 Detected NP (test) | R-178.2 | 31 | |
| Person Re-identification | CUHK03 Manual | Rank-191.5 | 29 | |
| Person Re-identification | CUHK03 new protocol (Detected) | Rank-178.9 | 27 | |
| Person Re-Identification | CUHK03 NP Market1501 (test) | Rank-1 Acc81.2 | 23 | |
| Person Re-identification | CUHK03-NP (labeled) | mAP85.3 | 21 | |
| Person Re-Identification | CUHK03-NP source: DukeMTMC-reID (test) | Rank-164.8 | 20 | |
| Lifelong Person Re-identification | CUHK03 | mAP44.7 | 19 | |
| Person Re-identification | CUHK03 Order-2 (train) | mAP46.3 | 19 | |
| Person Re-Identification | CUHK03 Labeled NP (test) | Rank-178.9 | 18 | |
| Person Re-identification | CUHK03 (C3) (target) | mAP50.6 | 14 | |
| Person Re-Identification | CUHK03 new protocol (labelled) | mAP76.9 | 14 | |
| Open-set Person Re-identification | CUHK03 C3 (test) | mAP51.5 | 12 | |
| Person Re-identification | CUHK03 single-shot | Rank-183.4 | 12 | |
| Person Re-identification | CUHK03 detected boxes (test) | Rank-1 Accuracy81.6 | 12 | |
| Person Re-Identification | CUHK03 Protocol-1 | Rank-145.41 | 11 |