Person Re-identification on PRCC (CC)
78.75Top-1 AccSapiensID
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SapiensIDArch=ViT-Base, Train Data=WebBody4M (Ours)2025.04 | 78.75 | 72.6 | |
| FIRE2Backbone=ResNet50, Pretrain dataset=CCUP2024.10 | 64.7 | 57.9 | |
| QA-ReIDVenue=-2026.01 | 64.1 | 61.2 | |
| FIRE2Backbone=ResNet50, Pretrain dataset=UnrealPerson2024.10 | 62.5 | 57.4 | |
| CLIP3DReIDArch=R50, Train Data=PRCC2025.04 | 62.4 | 61.97 | |
| CCFABackbone=ResNet502024.10 | 61.2 | 58.4 | |
| CLIP3DReIDVenue=CVPR242026.01 | 60.6 | 59.3 | |
| FIRE2Backbone=ResNet50, Pretrain dataset=PersonX2024.10 | 60.5 | 56 | |
| FIRE2Backbone=ResNet502024.10 | 59.1 | 50.5 | |
| TransReIDBackbone=ViT, Pretrain dataset=CCUP2024.10 | 58.9 | 59 | |
| AIMBackbone=ResNet502024.10 | 57.9 | 58.3 | |
| MCSCVenue=TIP242026.01 | 57.8 | 57.3 | |
| DCR-ReIDVenue=TCSVT232026.01 | 57.2 | 57.4 | |
| RFFR-NetVenue=Inffus252026.01 | 56.6 | 57.5 | |
| FIRE2Backbone=ResNet50, Pretrain dataset=ClonedPerson2024.10 | 55.9 | 56.4 | |
| CALArch=R50, Train Data=PRCC2025.04 | 55.69 | 55.64 | |
| CALmodality=RGB, clothes label=true, extra training data=false2022.04 | 55.2 | 55.8 | |
| CALBackbone=ResNet502024.10 | 55.2 | 55.8 | |
| CALVenue=CVPR222026.01 | 55.2 | 55.8 | |
| HAPArch=ViT-Base, Train Data=WebBody4M (Ours)2025.04 | 54.93 | 49.38 | |
| FSAMmodality=RGB+pose+sil., clothes label=true, extra training data=false2022.04 | 54.5 | — | |
| FSAMBackbone=ResNet502024.10 | 54.5 | — | |
| IRMBackbone=ViT2024.10 | 54.2 | 52.3 | |
| 3DSLmodality=RGB+pose+sil.+3D, clothes label=true, extra training data=false2022.04 | 51.3 | — | |
| 3DSLBackbone=ResNet502024.10 | 51.3 | — | |
| TransReIDBackbone=ViT, Pretrain dataset=UnrealPerson2024.10 | 51.1 | 50.4 | |
| RCSANetmodality=RGB, clothes label=true, extra training data=true2022.04 | 50.2 | 48.6 | |
| TransReIDBackbone=ViT, Pretrain dataset=ClonedPerson2024.10 | 47.7 | 48.9 | |
| TransReIDVenue=ICCV212026.01 | 47.1 | 49.3 | |
| TransReIDBackbone=ViT, Pretrain dataset=PersonX2024.10 | 46.8 | 47.5 | |
| IANetmodality=RGB, clothes label=false, extra training data=false2022.04 | 46.3 | 45.9 | |
| TransReIDBackbone=ViT2024.10 | 45.9 | 48.2 | |
| CALArch=R50, Train Data=LTCC+PRCC2025.04 | 45.39 | 45.42 | |
| PCBmodality=RGB, clothes label=false, extra training data=false2022.04 | 41.8 | 38.7 | |
| PCBBackbone=ResNet502024.10 | 41.8 | 31.7 | |
| PCBVenue=ECCV182026.01 | 41.8 | 38.7 | |
| CLIP3DReIDArch=R50, Train Data=LTCC2025.04 | 40.81 | 38.38 | |
| HAPArch=ViT-Base, Train Data=LU4M+PRCC2025.04 | 38.05 | 41.94 | |
| LSDBackbone=ResNet502024.10 | 37.2 | 47.6 | |
| CALArch=R50, Train Data=LTCC2025.04 | 37 | 35.2 | |
| SPT+ASEmodality=sketch, clothes label=false, extra training data=false2022.04 | 34.4 | — | |
| HAPArch=ViT-Base, Train Data=LU4M+Market15012025.04 | 33.9 | 37 | |
| GI-ReIDmodality=RGB+sil., clothes label=false, extra training data=false2022.04 | 33.3 | — | |
| GI-ReIDVenue=CVPR222026.01 | 30.3 | — | |
| SOLDIERArch=Swin-Base, Train Data=LU4M+Market15012025.04 | 26.87 | 32.12 | |
| HAPArch=ViT-Base, Train Data=LU4M+LTCC2025.04 | 26.14 | 22.34 | |
| MGNBackbone=ResNet502024.10 | 25.9 | — | |
| HAPArch=ViT-Base, Train Data=LU4M+MSMT172025.04 | 23.82 | 25 | |
| SOLDIERArch=Swin-Base, Train Data=LU4M+MSMT172025.04 | 22.27 | 25.36 | |
| HACNNmodality=RGB, clothes label=false, extra training data=false2022.04 | 21.8 | — | |
| GI-REIDBackbone=ResNet502024.10 | — | 37.6 |