Person Re-Identification on CUHK03 NP (test)
68.4Rank-1ReText
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ReTextProtocol=Protocol 3, Reference=Ours, Source Datasets=M+MS+CS2026.02 | 68.4 | 69.2 | |
| ReTextTraining Dataset=MSMT17-merged, Protocol=Protocol 12026.02 | 66.1 | 66.8 | |
| ReTextProtocol=Protocol 2, Reference=Ours, Source Datasets=M+MS+CS2026.02 | 65.6 | 65.7 | |
| ReTextTraining Dataset=MSMT17, Protocol=Protocol 12026.02 | 63.4 | 63.1 | |
| DynaMixTraining Dataset=MSMT17-merged, Protocol=Protocol 12026.02 | 60.9 | 61 | |
| ReTextTraining Dataset=Market-1501, Protocol=Protocol 12026.02 | 57.6 | 57.5 | |
| BAUProtocol=Protocol 3, Reference=NeurIPS, Source Datasets=M+MS+CS2026.02 | 51.8 | 50.6 | |
| CLIP-DFGSProtocol=Protocol 3, Reference=TOMM, Source Datasets=M+MS+CS2026.02 | 51.3 | 51.6 | |
| CLIP-DFGSProtocol=Protocol 2, Reference=TOMM, Source Datasets=M+MS+CS2026.02 | 51.1 | 50.4 | |
| DynaMixTraining Dataset=Market-1501, Protocol=Protocol 12026.02 | 51 | 52.2 | |
| ACLProtocol=Protocol 3, Reference=ECCV, Source Datasets=M+MS+CS2026.02 | 50.1 | 49.4 | |
| GMNProtocol=Protocol 3, Reference=TCSVT, Source Datasets=M+MS+CS2026.02 | 50.1 | 49.5 | |
| CLIP-FGDIProtocol=Protocol 3, Reference=TIFS, Source Datasets=M+MS+CS2026.02 | 50.1 | 50.1 | |
| DynaMixTraining Dataset=MSMT17, Protocol=Protocol 12026.02 | 48.9 | 49.6 | |
| ReMixReference=Ours, Training Source=Market-1501 + DukeMTMC-reID + MSMT17, Evaluation Protocol=Multi-source cross-dataset, Additional Training Data=LUPerson2024.10 | 47.6 | 46.5 | |
| ReTextTraining Dataset=RandPerson, Protocol=Protocol 12026.02 | 46.9 | 47.7 | |
| METAProtocol=Protocol 3, Reference=ECCV, Source Datasets=M+MS+CS2026.02 | 46.2 | 47.1 | |
| METAReference=ECCV22, Training Source=Market-1501 + DukeMTMC-reID + MSMT17, Evaluation Protocol=Multi-source cross-dataset2024.10 | 46 | 45.9 | |
| CLIP-ReIDProtocol=Protocol 3, Reference=AAAI, Source Datasets=M+MS+CS2026.02 | 45.8 | 44.9 | |
| CLIP-FGDIProtocol=Protocol 2, Reference=TIFS, Source Datasets=M+MS+CS2026.02 | 44.6 | 44.4 | |
| ReFIDProtocol=Protocol 3, Reference=TOMM, Source Datasets=M+MS+CS2026.02 | 44.2 | 45.5 | |
| BAUProtocol=Protocol 2, Reference=NeurIPS, Source Datasets=M+MS+CS2026.02 | 43.9 | 42.8 | |
| GMNProtocol=Protocol 2, Reference=TCSVT, Source Datasets=M+MS+CS2026.02 | 42.1 | 43.2 | |
| CLIP-ReIDProtocol=Protocol 2, Reference=AAAI, Source Datasets=M+MS+CS2026.02 | 41.9 | 42.1 | |
| ACLProtocol=Protocol 2, Reference=ECCV, Source Datasets=M+MS+CS2026.02 | 41.8 | 41.2 | |
| ILReference=TMM23, Training Source=Market-1501 + DukeMTMC-reID + MSMT17, Evaluation Protocol=Multi-source cross-dataset2024.10 | 40.9 | 38.3 | |
| MetaBINReference=CVPR21, Training Source=Market-1501 + DukeMTMC-reID + MSMT17, Evaluation Protocol=Multi-source cross-dataset2024.10 | 38.1 | 37.5 | |
| ReMixReference=Ours, Training Dataset=MSMT17-merged, Use single-camera data=true2024.10 | 37.7 | 37.2 | |
| ReMixTraining Dataset=MSMT17-merged, Protocol=Protocol 12026.02 | 37.7 | 37.2 | |
| CLIP-DFGSTraining Dataset=MSMT17-merged, Protocol=Protocol 12026.02 | 37.1 | 25.7 | |
| DynaMixTraining Dataset=RandPerson, Protocol=Protocol 12026.02 | 36.9 | 39.3 | |
| RaMoEReference=CVPR21, Training Source=Market-1501 + DukeMTMC-reID + MSMT17, Evaluation Protocol=Multi-source cross-dataset2024.10 | 36.6 | 35.5 | |
| M3LReference=ICCV21, Training Source=Market-1501 + DukeMTMC-reID + MSMT17, Evaluation Protocol=Multi-source cross-dataset2024.10 | 36.4 | 35.2 | |
| METAProtocol=Protocol 2, Reference=ECCV, Source Datasets=M+MS+CS2026.02 | 35.1 | 36.3 | |
| ReFIDProtocol=Protocol 2, Reference=TOMM, Source Datasets=M+MS+CS2026.02 | 34.8 | 33.3 | |
| ReMix (w/o s-cam.)Reference=Ours, Training Dataset=MSMT17-merged, Use single-camera data=false2024.10 | 34.5 | 32.7 | |
| DCACTraining Dataset=MSMT17, Protocol=Protocol 12026.02 | 34.4 | 34.1 | |
| DCACTraining Dataset=Market-1501, Protocol=Protocol 12026.02 | 33.2 | 32.5 | |
| MECLReference=arXiv21, Training Source=Market-1501 + DukeMTMC-reID + MSMT17, Evaluation Protocol=Multi-source cross-dataset2024.10 | 32.1 | 31.5 | |
| TransMatcherReference=NeurIPS21, Training Dataset=MSMT17-merged2024.10 | 31.9 | 30.7 | |
| TransMatcherTraining Dataset=MSMT17-merged, Protocol=Protocol 12026.02 | 31.9 | 30.7 | |
| MixNormReference=TMM22, Training Source=Market-1501 + DukeMTMC-reID + MSMT17, Evaluation Protocol=Multi-source cross-dataset2024.10 | 29.6 | 29 | |
| QAConv-GSReference=CVPR22, Training Dataset=MSMT17-merged2024.10 | 27.6 | 28 | |
| QAConv-GSTraining Dataset=MSMT17-merged, Protocol=Protocol 12026.02 | 27.6 | 28 | |
| PATTraining Dataset=MSMT17-merged, Protocol=Protocol 12026.02 | 27.4 | 28.7 | |
| ReMixReference=Ours, Training Dataset=MSMT17, Use single-camera data=true2024.10 | 27.3 | 27.4 | |
| ReMixTraining Dataset=MSMT17, Protocol=Protocol 12026.02 | 27.3 | 27.4 | |
| PATTraining Dataset=Market-1501, Protocol=Protocol 12026.02 | 25.4 | 26 | |
| QAConvReference=ECCV20, Training Dataset=MSMT172024.10 | 25.3 | 22.6 | |
| QAConvTraining Dataset=MSMT17-merged, Protocol=Protocol 12026.02 | 25.3 | 22.6 | |
| PATReference=ICCV23, Training Dataset=MSMT172024.10 | 24.2 | 25.1 | |
| PATTraining Dataset=MSMT17, Protocol=Protocol 12026.02 | 24.2 | 25.1 | |
| ReMix (w/o s-cam.)Reference=Ours, Training Dataset=MSMT17, Use single-camera data=false2024.10 | 24.1 | 24.5 | |
| TransMatcherReference=NeurIPS21, Training Dataset=MSMT172024.10 | 23.7 | 22.5 | |
| TransMatcherTraining Dataset=MSMT17, Protocol=Protocol 12026.02 | 23.7 | 22.5 | |
| TransMatcherTraining Dataset=Market-1501, Protocol=Protocol 12026.02 | 22.2 | 21.4 | |
| LDUTraining Dataset=MSMT17, Protocol=Protocol 12026.02 | 21.3 | 21.3 | |
| QAConv-GSReference=CVPR22, Training Dataset=MSMT172024.10 | 20.9 | 20.6 | |
| QAConv-GSTraining Dataset=MSMT17, Protocol=Protocol 12026.02 | 20.9 | 20.6 | |
| PATTraining Dataset=RandPerson, Protocol=Protocol 12026.02 | 20.2 | 20.1 | |
| ReMixReference=Ours, Training Dataset=RandPerson, Use single-camera data=true2024.10 | 19.3 | 18.4 | |
| ReMixTraining Dataset=RandPerson, Protocol=Protocol 12026.02 | 19.3 | 18.4 | |
| QAConv-GSTraining Dataset=Market-1501, Protocol=Protocol 12026.02 | 19.1 | 18.1 | |
| LDUTraining Dataset=Market-1501, Protocol=Protocol 12026.02 | 18.5 | 18.2 | |
| QAConv-GSTraining Dataset=RandPerson, Protocol=Protocol 12026.02 | 18.4 | 16.1 | |
| ReMix (w/o s-cam.)Reference=Ours, Training Dataset=RandPerson, Use single-camera data=false2024.10 | 17.1 | 15.7 | |
| TransMatcherTraining Dataset=RandPerson, Protocol=Protocol 12026.02 | 17.1 | 16 | |
| QAConv-GSReference=CVPR22, Training Dataset=RandPerson2024.10 | 14.8 | 13.4 | |
| RP BaselineReference=ACMMM20, Training Dataset=RandPerson2024.10 | 13.4 | 10.8 |