Text-to-Image Person Re-Identification on UFine6926 1.0 (test)
91.78Rank-1ICL
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ICLReID-domain pre-training=true, THI=true2025.05 | 91.78 | 96.83 | 98.16 | 90.33 | 85.62 | |
| ICLReID-domain pre-training=true, THI=false2025.05 | 91.02 | 96.98 | 98.17 | 89.76 | 84.7 | |
| ICLReID-domain pre-training=false, THI=true2025.05 | 90.67 | 95.98 | 97.86 | 88.29 | 82.6 | |
| ICLReID-domain pre-training=false, THI=false2025.05 | 89.17 | 96.13 | 97.88 | 87.49 | 81.5 | |
| CFAMBackbone=ViT-L/142025.05 | 88.51 | 95.58 | 97.49 | 87.09 | — | |
| RDE2025.05 | 87.6 | 95.65 | 97.46 | 86.1 | 79.54 | |
| CFAMBackbone=ViT-B/162025.05 | 85.55 | 94.51 | 97.02 | 84.23 | — | |
| IRRA2025.05 | 85.02 | 94.31 | 96.75 | 83.91 | 77.3 | |
| SSAN2025.05 | 75.09 | 88.63 | 92.84 | 73.14 | — | |
| LGUR2025.05 | 70.69 | 84.57 | 89.91 | 68.93 | — | |
| ICLSource Training Set=CUHK-PEDES, Task-specific Human-centric Interaction (THI)=true2025.05 | 57.76 | 64.13 | 72.81 | 53.97 | 45.64 | |
| ICLSource Training Set=CUHK-PEDES, Task-specific Human-centric Interaction (THI)=false2025.05 | 46.4 | 63.55 | 72.08 | 48.68 | 41.56 | |
| RDESource Training Set=CUHK-PEDES, Task-specific Human-centric Interaction (THI)=false2025.05 | 40.37 | 57.49 | 66.05 | 42.68 | 35.78 | |
| IRRASource Training Set=CUHK-PEDES, Task-specific Human-centric Interaction (THI)=false2025.05 | 37.51 | 54.92 | 64.29 | 40.76 | 34.33 | |
| ICLSource Training Set=RSTPReid, Task-specific Human-centric Interaction (THI)=true2025.05 | 31.23 | 38.56 | 47.02 | 28.9 | 21.8 | |
| ICLSource Training Set=RSTPReid, Task-specific Human-centric Interaction (THI)=false2025.05 | 23.89 | 38.3 | 46.7 | 25.54 | 19.2 | |
| RDESource Training Set=RSTPReid, Task-specific Human-centric Interaction (THI)=false2025.05 | 14 | 25.23 | 32.64 | 16.22 | 11.9 | |
| IRRASource Training Set=RSTPReid, Task-specific Human-centric Interaction (THI)=false2025.05 | 13.21 | 25.67 | 33.93 | 15.6 | 11.09 |