| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-based Person Search | ICFG-PEDES (test) | R@169.23 | 104 | |
| Text-to-image Person Re-identification | ICFG-PEDES (test) | Rank-10.6902 | 81 | |
| Text-based Person Retrieval | ICFG-PEDES | R@168.51 | 32 | |
| Text-Based Person Search | ICFG-PEDES | R@167.7 | 18 | |
| Text-to-image person re-identification | ICFG-PEDES 58 (test) | Rank-171.7 | 15 | |
| Text-based Person Re-identification | ICFG-PEDES coarse-grained (test) | Rank-1 Accuracy0.7005 | 15 | |
| Text-based Person Retrieval | ICFG-PEDES (test) | R@165.38 | 15 | |
| Text-to-image person retrieval | ICFG-PEDES 1.0 (test) | Rank-167.81 | 12 | |
| Sketch-to-Real Person Re-identification | ICFG-PEDES (test) | Rank-1 Accuracy (R1)88.1 | 7 | |
| Infrared-to-Real Person Re-identification | ICFG-PEDES (test) | Rank-1 (R1)88.95 | 6 | |
| Text-to-Image Retrieval | ICFG-PEDES (test) | R@143.32 | 4 | |
| Text-to-Image Person Re-Identification | ICFG-PEDES 1.0 (test) | Rank-147.83 | 4 | |
| Pedestrian Image Captioning | ICFG-PEDES v1.0 (test) | B@425.7 | 3 |