Person Re-identification on LTCC General
52.8mAPDIFFER
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DIFFERArchitecture=ViT, Venue/Year=CVPR 25, Additional Modality=Text2026.06 | 52.8 | 85 | — | |
| Ortho-ReIDArchitecture=ViT, Additional Modality=Text2026.06 | 52 | 85.4 | — | |
| CCATSupervision Type=Supervised Method(LT-ReID), Reference=IJCNN'222023.05 | 50.2 | 87.2 | — | |
| MADEArchitecture=ViT, Venue/Year=TMM 24, Additional Modality=Text2026.06 | 48.2 | 84.2 | — | |
| CSCI - RGB-uv2025.07 | 48 | 82.6 | — | |
| CSCIArchitecture=ViT, Venue/Year=ICCV 252026.06 | 48 | 82.6 | — | |
| Image (Baseline)2025.07 | 45.9 | 80.3 | — | |
| CSCI - Pix. Bin2025.07 | 45.9 | 80.8 | — | |
| CLIP3DReIDArch=R50, Train Data=LTCC2025.04 | 45.15 | — | 75.66 | |
| CCPGInternal Attributes=CL, External Attributes=Po2025.07 | 42.9 | 77.2 | — | |
| CGPGArchitecture=CNN, Venue/Year=CVPR 24, Additional Modality=Silhouette2026.06 | 42.9 | 77.2 | — | |
| CCFAInternal Attributes=CL2025.07 | 42.5 | 75.8 | — | |
| CCFAYear=20232022.11 | 42.5 | 75.8 | — | |
| DCR.Internal Attributes=CL, External Attributes=BP+Co.2025.07 | 42.3 | 76.1 | — | |
| ReFace+AIMExternal Attributes=Face2025.07 | 42.3 | 76.3 | — | |
| DCR-ReIDYear=20232022.11 | 42.3 | 76.1 | — | |
| AIM + GEFFYear=20232022.11 | 42.3 | 76.3 | — | |
| DCR-ReIDVenue=TCSVT232026.01 | 42.3 | 76.1 | — | |
| CVSLInternal Attributes=CL, External Attributes=Po2025.07 | 41.9 | 76.4 | — | |
| CVSLArchitecture=CNN, Venue/Year=WACV 24, Additional Modality=Pose2026.06 | 41.9 | 76.4 | — | |
| RFFR-NetVenue=Inffus252026.01 | 41.4 | 76 | — | |
| QA-ReIDVenue=-2026.01 | 41.3 | 76.2 | — | |
| AIMInternal Attributes=CL2025.07 | 41.1 | 76.3 | — | |
| AIMYear=20232022.11 | 41.1 | 76.3 | — | |
| AIMArchitecture=CNN, Venue/Year=CVPR 232026.06 | 41.1 | 76.3 | — | |
| CALArch=R50, Train Data=LTCC2025.04 | 40.84 | — | 74.04 | |
| CALInternal Attributes=CL2025.07 | 40.8 | 74.2 | — | |
| CALmodality=RGB, clothes label=true, extra training data=false2022.04 | 40.8 | 74.2 | — | |
| CALYear=20222022.11 | 40.8 | 74.2 | — | |
| CALSupervision Type=Supervised Method(LT-ReID), Reference=CVPR'222023.05 | 40.8 | 74.2 | — | |
| CALVenue=CVPR222026.01 | 40.8 | 74.2 | — | |
| CALArchitecture=CNN, Venue/Year=CVPR 222026.06 | 40.8 | 74.2 | — | |
| MCSCVenue=TIP242026.01 | 40.2 | 73.9 | — | |
| FIRE22025.07 | 39.9 | 75.9 | — | |
| TransReIDVenue=ICCV212026.01 | 39.4 | 73.8 | — | |
| CALArch=R50, Train Data=LTCC+PRCC2025.04 | 38.12 | — | 72.41 | |
| TransReIDArchitecture=ViT, Venue/Year=ICCV 212026.06 | 37 | 70.4 | — | |
| SapiensIDTraining Data=WebBody4M2025.04 | 36.88 | — | 74.24 | |
| SOLDIERArch=Swin-Base, Train Data=LU4M+MSMT172025.04 | 36.74 | — | 74.44 | |
| SOLDIERArch=Swin-Base, Train Data=LU4M+Market15012025.04 | 36.28 | — | 73.83 | |
| HAPArch=ViT-Base, Train Data=LU4M+Market15012025.04 | 35.97 | — | 73.02 | |
| FSAMmodality=RGB+pose+sil., clothes label=true, extra training data=false2022.04 | 35.4 | 73.2 | — | |
| FSAMYear=20212022.11 | 35.4 | 73.2 | — | |
| UCADYear=20222022.11 | 34.8 | 74.6 | — | |
| SapiensIDArch=ViT-Base, Train Data=WebBody4M (Ours)2025.04 | 34.56 | — | 72.01 | |
| CESDmodality=RGB+pose, clothes label=false, extra training data=false2022.04 | 34.3 | 71.4 | — | |
| CESDSupervision Type=Supervised Method(LT-ReID), Reference=ACCV'202023.05 | 34.3 | 71.4 | — | |
| ITKMSetting=M2026.01 | 32.5 | 63.3 | — | |
| KPR + SOLDIERTraining Data=LUPerson4M + OccludedReID2025.04 | 32.42 | — | 68.15 | |
| HAPArch=ViT-Base, Train Data=LU4M+MSMT172025.04 | 32.07 | — | 67.95 | |
| JAPL2026.01 | 31.8 | 63 | — | |
| ITKMSetting=S2026.01 | 31.6 | 62.8 | — | |
| IANetmodality=RGB, clothes label=false, extra training data=false2022.04 | 31 | 63.7 | — | |
| IANetSupervision Type=Supervised Method(LT-ReID), Reference=CVPR'192023.05 | 31 | 63.7 | — | |
| PCBmodality=RGB, clothes label=false, extra training data=false2022.04 | 30.6 | 65.1 | — | |
| PCBYear=20182022.11 | 30.6 | 65.1 | — | |
| ACIDYear=20232022.11 | 30.6 | 65.1 | — | |
| PCBSupervision Type=Supervised Method(ST-ReID), Reference=ECCV'182023.05 | 30.6 | 38.7 | — | |
| PCBVenue=ECCV182026.01 | 30.6 | 65.1 | — | |
| ISPYear=20202022.11 | 29.6 | 66.3 | — | |
| CICL2026.01 | 29.6 | 60.3 | — | |
| GI-ReIDmodality=RGB+sil., clothes label=false, extra training data=false2022.04 | 29.4 | 63.2 | — | |
| GI-ReIDYear=20222022.11 | 29.4 | 63.2 | — | |
| GI-ReIDSupervision Type=Supervised Method(LT-ReID), Reference=CVPR'222023.05 | 29.4 | 63.2 | — | |
| GI-ReIDVenue=CVPR222026.01 | 29.4 | 63.2 | — | |
| HAPArch=ViT-Base, Train Data=LU4M+PRCC2025.04 | 29.36 | — | 63.29 | |
| HAPArch=ViT-Base, Train Data=LU4M+LTCC2025.04 | 29.02 | — | 65.11 | |
| ICESupervision Type=Unsupervised Method, Reference=ICCV'21, using camera label=false2023.05 | 28.4 | 61.1 | — | |
| ICE2026.01 | 28.4 | 61.1 | — | |
| SiCLSupervision Type=Unsupervised Method, Reference=Ours2023.05 | 27.6 | 57.6 | — | |
| RGA-SCSupervision Type=Supervised Method(LT-ReID), Reference=CVPR'202023.05 | 27.5 | 65 | — | |
| HACNNmodality=RGB, clothes label=false, extra training data=false2022.04 | 26.7 | 60.2 | — | |
| HACNNYear=20182022.11 | 26.7 | 60.2 | — | |
| HACNNSupervision Type=Supervised Method(ST-ReID), Reference=CVPR'182023.05 | 26.7 | 60.2 | — | |
| HAPArch=ViT-Base, Train Data=WebBody4M (Ours)2025.04 | 25.88 | — | 56.8 | |
| SDCLSetting=M2026.01 | 25.7 | 55.2 | — | |
| TokenMatcherSetting=M2026.01 | 25.5 | 55.3 | — | |
| FSAMSupervision Type=Supervised Method(LT-ReID), Reference=CVPR'212023.05 | 25.4 | 73.2 | — | |
| Purification2026.01 | 23.9 | 52.8 | — | |
| ICESupervision Type=Unsupervised Method, Reference=ICCV'21, using camera label=true2023.05 | 22.6 | 44 | — | |
| CACLSupervision Type=Unsupervised Method, Reference=TIP'222023.05 | 22.3 | 45.6 | — | |
| DCCC2026.01 | 21.3 | 47.6 | — | |
| SpCLSupervision Type=Unsupervised Method, Reference=NeurIPS'202023.05 | 21.2 | 47.3 | — | |
| C3ABSupervision Type=Unsupervised Method, Reference=PR'222023.05 | 20.7 | 46.7 | — | |
| CTLYear=20212022.11 | 11.1 | 36.7 | — | |
| CCSupervision Type=Unsupervised Method, Reference=ACCV'222023.05 | 11 | 17 | — | |
| CC2026.01 | 11 | 17 | — | |
| InsightFaceYear=20202022.11 | 9.2 | 27.4 | — | |
| CALArch=R50, Train Data=PRCC2025.04 | 6.19 | — | 20.69 | |
| CLIP3DReIDArch=R50, Train Data=PRCC2025.04 | 6.19 | — | 21.3 | |
| PPLRSupervision Type=Unsupervised Method, Reference=CVPR'222023.05 | 6 | 11.2 | — | |
| IRMInternal Attributes=CL, External Attributes=Text+BP2025.07 | — | 66.7 | — |