Person Re-Identification on Celeb-reID
92.8Rank-1SapiensID
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SapiensIDArch=ViT-Base, Train Data=WebBody4M (Ours)2025.04 | 92.8 | — | 66.92 | |
| HAPArch=ViT-Base, Train Data=WebBody4M (Ours)2025.04 | 65.78 | — | 18.93 | |
| CSSCModality=RGB2024.05 | 64.5 | 78.1 | 17.3 | |
| CAMCModality=RGB+pose2024.05 | 57.5 | 71.5 | 12.3 | |
| SirNetModality=RGB, Backbone=DenseNet-1212024.05 | 56 | 70.3 | 14.2 | |
| RCSANetModality=RGB, Backbone=DenseNet-1212024.05 | 55.6 | — | 11.9 | |
| IS-GANModality=RGB2024.05 | 54.5 | — | 12.8 | |
| ReIDCapsModality=RGB2024.05 | 51.2 | 65.4 | 9.8 | |
| CESDModality=RGB+pose2024.05 | 50.9 | 66.3 | 9.8 | |
| MGNModality=RGB2024.05 | 49 | 64.9 | 10.8 | |
| SOLDIERArch=Swin-Base, Train Data=LU4M+MSMT172025.04 | 47.95 | — | 6.14 | |
| SOLDIERArch=Swin-Base, Train Data=LU4M+Market15012025.04 | 46.37 | — | 5.66 | |
| HAPArch=ViT-Base, Train Data=LU4M+MSMT172025.04 | 46.37 | — | 5.77 | |
| HAPArch=ViT-Base, Train Data=LU4M+Market15012025.04 | 44.38 | — | 5.2 | |
| HAPArch=ViT-Base, Train Data=LU4M+PRCC2025.04 | 37.79 | — | 4.48 | |
| CALArch=R50, Train Data=LTCC2025.04 | 37.42 | — | 3.92 | |
| CLIP3DReIDArch=R50, Train Data=LTCC2025.04 | 37.31 | — | 4.02 | |
| CALArch=R50, Train Data=LTCC+PRCC2025.04 | 37.11 | — | 3.81 | |
| PCBModality=RGB2024.05 | 37.1 | 57 | 8.2 | |
| HAPArch=ViT-Base, Train Data=LU4M+LTCC2025.04 | 30.28 | — | 3.54 | |
| CLIP3DReIDArch=R50, Train Data=PRCC2025.04 | 23.82 | — | 2.17 | |
| CALArch=R50, Train Data=PRCC2025.04 | 23.59 | — | 2.2 |