Text-based Person Retrieval on ICFG-PEDES (test)
68.93R@1MRA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MRA2025.07 | 68.93 | 83.46 | 88.07 | 41.38 | — | |
| APTM2025.07 | 68.51 | 82.99 | 87.56 | 41.22 | — | |
| Baseline2025.07 | 66.02 | 81.67 | 86.78 | 39.04 | — | |
| CFAMBackbone=ViT-L/142023.12 | 65.38 | 81.17 | 86.35 | 39.42 | 30.29 | |
| RaSa2025.07 | 65.28 | 80.4 | 85.12 | 41.29 | — | |
| PLIP2023.12 | 64.25 | 80.88 | 86.32 | — | — | |
| SAMC2025.07 | 63.68 | 79.69 | 85.21 | 42.41 | — | |
| IRRA2023.12 | 63.46 | 80.25 | 85.82 | 38.06 | 29.54 | |
| IRRA2025.07 | 63.46 | 80.25 | 85.82 | 38.06 | — | |
| CFAMBackbone=ViT-B/162023.12 | 62.17 | 79.57 | 85.32 | 36.34 | 28.01 | |
| CFine2023.12 | 60.83 | 76.55 | 82.42 | — | — | |
| CFine2025.07 | 60.83 | 76.55 | 82.42 | — | — | |
| LGUR2023.12 | 59.02 | 75.32 | 81.56 | — | — | |
| LGUR2025.07 | 59.02 | 75.32 | 81.56 | — | — | |
| IVT2023.12 | 56.04 | 73.6 | 80.22 | — | — | |
| IVT2025.07 | 56.04 | 73.6 | 80.22 | — | — | |
| SSAN2023.12 | 54.23 | 72.63 | 79.53 | — | — | |
| SSAN2025.07 | 54.23 | 72.63 | 79.53 | — | — | |
| ViTAA2023.12 | 50.98 | 68.79 | 75.78 | — | — | |
| ViTAA2025.07 | 50.98 | 68.79 | 75.78 | — | — | |
| OursTraining Set=CUHK-PEDES2026.01 | 50.58 | 67.81 | 74.68 | 27.32 | — | |
| SCAN2025.07 | 50.05 | 69.65 | 77.21 | — | — | |
| RDETraining Set=CUHK-PEDES2026.01 | 48.18 | 66.3 | 73.7 | 25 | — | |
| MIA2025.07 | 46.49 | 67.14 | 75.18 | — | — | |
| CMPM/C2023.12 | 43.51 | 65.44 | 74.26 | — | — | |
| CMPM+CMPC2025.07 | 43.51 | 65.44 | 74.26 | — | — | |
| CLIPTraining Set=CUHK-PEDES2026.01 | 43.04 | — | — | 22.45 | — | |
| IRRATraining Set=CUHK-PEDES2026.01 | 42.41 | 62.11 | 69.62 | 21.77 | — | |
| Dual Path2023.12 | 38.99 | 59.44 | 68.41 | — | — | |
| Dual Path2025.07 | 38.99 | 59.44 | 68.41 | — | — |