| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Person Re-identification | Market-1501 (test) | Rank-198.66 | 384 | |
| Person Re-identification | Market-1501 to DukeMTMC-reID (test) | Rank-186.2 | 172 | |
| Person Re-identification | Market-1501 1.0 (test) | Rank-197.4 | 131 | |
| Person Re-identification | Market-1501 single query | Rank-1 Acc96.4 | 114 | |
| Person Re-identification | Market-1501 single query (test) | Rank-195.1 | 68 | |
| Person Re-identification | Market-1501 holistic (test) | Rank-195.4 | 32 | |
| Person Re-Identification | Market-1501 DukeMTMC-reID | Top-1 Acc94.1 | 25 | |
| Person Image Generation | Market-1501 (test) | SSIM1 | 25 | |
| Video Person Re-Identification | Market-1501 v1 (test) | Rank-197.5 | 21 | |
| Person Re-identification | Market-1501 original (test) | Rank-1 Accuracy95.7 | 19 | |
| Person Re-identification | Market-1501 75 (test) | Top-1 Rank (%)92.3 | 16 | |
| Person Re-identification | Market-1501 + 500k 1.0 (test) | Rank-1 Acc91.7 | 16 | |
| Person Re-identification | Market-1501 to DukeMTMC-reID | mAP73.5 | 14 | |
| Person Re-identification | Market-1501 M (target) | mAP79.5 | 14 | |
| Domain Adaptive Person Re-identification | Market-1501 (test) | Rank-181.6 | 13 | |
| Open-set Person Re-identification | Market-1501 MA (test) | mAP81 | 12 | |
| Person Re-identification | Market-1501 G -> G v1 (test) | mAP90.25 | 9 | |
| Person Re-Identification | Market-1501 to Duke | mAP71.4 | 9 | |
| Person Re-identification | Market-1501 MA | mAP60.4 | 9 | |
| L-ReID | Market-1501 (test) | AF mAP17.7 | 8 | |
| RFL-ReID | Market-1501 (test) | AF mAP26.4 | 8 | |
| Person Re-identification | Market-1501 5 (test) | R195.6 | 8 | |
| Human Pose Transfer | Market-1501 (test) | SSIM0.325 | 7 | |
| Person Re-identification | Market-1501 (source) | Top-1 Accuracy94.8 | 7 | |
| Person Image Synthesis | Market-1501 128 x 64 (test) | FID14.451 | 5 |