| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Person Re-identification | MSMT17 (test) | Rank-1 Acc94.9 | 499 | |
| Person Re-identification | MSMT17 | mAP0.882 | 404 | |
| Person Re-Identification | MSMT17 source: DukeMTMC-reID (test) | Rank-1 Acc82.8 | 83 | |
| Person Re-identification | MSMT17 v1 (test) | mAP78.7 | 78 | |
| Person Re-Identification | MSMT17 Market1501 (test) | mAP64.6 | 29 | |
| Person Re-identification | MSMT17 to Market-1501 | mAP79.4 | 28 | |
| Person Re-identification | MSMT17 MS | mAP62.7 | 22 | |
| Unsupervised Person Re-identification | MSMT17 | mAP44.3 | 20 | |
| Lifelong Person Re-identification | MSMT17 | mAP24.6 | 19 | |
| Person Re-identification | MSMT17 Order-2 (train) | mAP24.6 | 19 | |
| Person Re-identification | MSMT17 31 | mAP26.9 | 16 | |
| Person Re-identification | MSMT17 MS (target) | mAP26.8 | 14 | |
| Open-set Person Re-identification | MSMT17 MS (test) | mAP0.253 | 12 | |
| Person Re-identification | MSMT-SCT | R-161.2 | 12 | |
| Person Re-Identification | MSMT17 Protocol-1 | Rank-1 Accuracy47.17 | 11 | |
| Person Re-identification | MSMT17 original (test) | Rank-1 Acc79.2 | 10 | |
| Person ReID | MSMT | mAP74.7 | 9 | |
| Person Re-Identification | MSMT17 DukeMTMC-reID | mAP48.3 | 8 | |
| Person Re-Identification | MSMT17 Market-1501 | mAP48.3 | 8 | |
| Stylized Machine Translation | MSMT en-zh Modern (test) | BLEU29.73 | 8 | |
| Clustering | MSMT17 (test) | FP Score50.27 | 7 | |
| Person Re-identification | MSMT17 (source) | mAP0.777 | 7 | |
| Person Re-identification | MSMT17 large-scale (test) | Rank@177.2 | 6 | |
| Person Re-identification | MSMT Cloth-Consistent 17 | mAP18.4 | 5 | |
| Person Re-identification | MSMT17 Cloth-Consistent Order-8 | mAP21.6 | 5 |