| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Person Search | CUHK-SYSU (test) | CMC Top-10.975 | 147 | |
| Lifelong Person Re-identification | CUHK-SYSU | mAP83.6 | 19 | |
| Person Re-identification | CUHK-SYSU (train Order-2) | mAP84.2 | 19 | |
| Person Search | CUHK-SYSU 100 gallery size | mAP77.9 | 17 | |
| Person Search | CUHK-SYSU | mAP96.1 | 15 | |
| Text-Based Person Search | CUHK-SYSU-TBPS | mAP64.17 | 10 | |
| Person Re-identification | CUHK-SYSU | mAP74 | 10 | |
| Person Search | CUHK-SYSU v1 (test) | Running Time83 | 9 | |
| Person Search | CUHK-SYSU Low-resolution | mAP44.9 | 5 | |
| Person Search | CUHK-SYSU Occlusion | mAP39.7 | 5 | |
| Person Search | CUHK-SYSU (Whole) | mAP57.7 | 5 | |
| Cross-modal Person Re-identification | CUHK-SYSU VT → V | Rank@188.72 | 4 | |
| Cross-modal Person Re-identification | CUHK-SYSU T → V | Rank@121.44 | 4 | |
| Cross-modal Person Re-identification | CUHK-SYSU V → V | Rank@186.24 | 4 | |
| Person Re-identification | CUHK-SYSU (test) | mAP94.4 | 4 |