Visible-Infrared Person Re-Identification on SYSU-MM01 All-Search
87.44Rank-1HHCR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HHCRMode=Multi-Shot2026.03 | 87.44 | 87.63 | — | |
| BITVenue=CVPR’26, Setting=Multi-Shot, Re-Ranking=true2026.03 | 87.31 | 84.42 | — | |
| BITVenue=CVPR’26, Setting=Multi-Shot2026.03 | 85.31 | 84.37 | — | |
| BITVenue=CVPR’26, Setting=Single-Shot, Re-Ranking=true2026.03 | 84.42 | 83.64 | — | |
| IDKLRVenue=CVPR’24, Setting=Multi-Shot, Re-Ranking=true2026.03 | 84.34 | 78.22 | — | |
| HHCRMode=Single-Shot2026.03 | 83.99 | 85.32 | — | |
| WRIM-NetVenue=ECCV’24, Setting=Multi-Shot2026.03 | 83.2 | 71.1 | — | |
| SAAIVenue=ICCV’23, Setting=Multi-Shot2026.03 | 82.86 | 82.39 | — | |
| SAAIMode=Multi-Shot2026.03 | 82.86 | 82.39 | — | |
| IDKLRVenue=CVPR’24, Setting=Single-Shot, Re-Ranking=true2026.03 | 81.42 | 79.85 | — | |
| MFEN2026.06 | 80.93 | 76.56 | 97.12 | |
| PartMixVenue=CVPR’23, Setting=Multi-Shot2026.03 | 80.53 | 69.84 | — | |
| BITVenue=CVPR’26, Setting=Single-Shot2026.03 | 80.53 | 79.76 | — | |
| CMTVenue=ECCV’22, Setting=Multi-Shot2026.03 | 80.23 | 63.13 | — | |
| CMTMode=Multi-Shot2026.03 | 80.23 | 63.13 | — | |
| CIFTRVenue=ECCV’22, Setting=Multi-Shot, Re-Ranking=true2026.03 | 79.74 | 75.56 | — | |
| CIFTMode=Multi-Shot2026.03 | 79.74 | 75.56 | — | |
| DSSF³2026.06 | 79.12 | 75.27 | 97.98 | |
| DiVEVenue=AAAI’25, Setting=Single-Shot2026.03 | 79.07 | 74.96 | — | |
| FDNM2026.06 | 77.8 | 75.1 | 97.8 | |
| PartMixVenue=CVPR’23, Setting=Single-Shot2026.03 | 77.78 | 74.62 | — | |
| PartMix2026.06 | 77.78 | 74.62 | — | |
| WRIM-NetVenue=ECCV’24, Setting=Single-Shot2026.03 | 77.4 | 75.4 | — | |
| DNS2026.06 | 77.27 | 74.35 | — | |
| SEFLVenue=CVPR’23, Setting=Single-Shot2026.03 | 77.12 | 72.33 | — | |
| SGIEL2026.06 | 77.12 | 72.33 | 97.03 | |
| CALVenue=ICCV’23, Setting=Multi-Shot2026.03 | 77.05 | 64.86 | — | |
| MSCLNetVenue=ECCV’22, Setting=Single-Shot2026.03 | 76.99 | 71.64 | — | |
| MSCLNetMode=Single-Shot2026.03 | 76.99 | 71.64 | — | |
| MSCLNet2026.06 | 76.99 | 71.64 | 97.63 | |
| MUNVenue=ICCV’23, Setting=Single-Shot2026.03 | 76.24 | 73.81 | — | |
| FDMNet2026.06 | 75.99 | 70.71 | 97.63 | |
| SAAIVenue=ICCV’23, Setting=Single-Shot2026.03 | 75.9 | 77.03 | — | |
| SAAIMode=Single-Shot2026.03 | 75.9 | 77.03 | — | |
| HOS-NetVenue=AAAI’24, Setting=Single-Shot2026.03 | 75.6 | 74.2 | — | |
| MPANetVenue=CVPR’21, Setting=Multi-Shot2026.03 | 75.58 | 62.91 | — | |
| MPANetMode=Multi-Shot2026.03 | 75.58 | 62.91 | — | |
| PMCM2026.06 | 75.54 | 71.16 | 97.49 | |
| DEENVenue=CVPR’23, Setting=Single-Shot2026.03 | 74.7 | 71.8 | — | |
| DEEN2026.06 | 74.7 | 71.8 | 97.6 | |
| CALVenue=ICCV’23, Setting=Single-Shot2026.03 | 74.66 | 71.73 | — | |
| CIFTRVenue=ECCV’22, Setting=Single-Shot, Re-Ranking=true2026.03 | 74.08 | 74.79 | — | |
| CIFTMode=Single-Shot2026.03 | 74.08 | 74.79 | — | |
| FMCNetVenue=CVPR’22, Setting=Multi-Shot2026.03 | 73.44 | 56.06 | — | |
| FMCNetMode=Multi-Shot2026.03 | 73.44 | 56.06 | — | |
| SMCLMode=Multi-Shot2026.03 | 72.15 | 54.93 | — | |
| protoHPEVenue=ACMMM’23, Setting=Single-Shot2026.03 | 71.92 | 70.59 | — | |
| ProtoHPE2026.06 | 71.92 | 70.59 | 96.19 | |
| CMTVenue=ECCV’22, Setting=Single-Shot2026.03 | 71.88 | 68.57 | — | |
| CMTMode=Single-Shot2026.03 | 71.88 | 68.57 | — | |
| CIFT†2026.06 | 71.77 | 67.64 | — | |
| MAUMVenue=CVPR’22, Setting=Single-Shot2026.03 | 71.68 | 68.79 | — | |
| MAUMMode=Single-Shot2026.03 | 71.68 | 68.79 | — | |
| MMN2026.06 | 70.6 | 66.9 | 96.2 | |
| MPANetVenue=CVPR’21, Setting=Single-Shot2026.03 | 70.58 | 68.24 | — | |
| MPANetMode=Single-Shot2026.03 | 70.58 | 68.24 | — | |
| MPANet2026.06 | 70.58 | 68.24 | 96.21 | |
| CAJ2026.06 | 69.88 | 66.89 | 95.71 | |
| CM-NASMode=Multi-Shot2026.03 | 68.68 | 53.45 | — | |
| CMTRVenue=TMM’23, Setting=Multi-Shot2026.03 | 68.39 | 55.69 | — | |
| PMTVenue=AAAI’23, Setting=Single-Shot2026.03 | 67.53 | 64.98 | — | |
| SMCLMode=Single-Shot2026.03 | 67.39 | 61.78 | — | |
| FMCNetVenue=CVPR’22, Setting=Single-Shot2026.03 | 66.34 | 62.51 | — | |
| FMCNetMode=Single-Shot2026.03 | 66.34 | 62.51 | — | |
| MCLNetVenue=ICCV’21, Setting=Single-Shot2026.03 | 65.4 | 61.98 | — | |
| MCLNetMode=Single-Shot2026.03 | 65.4 | 61.98 | — | |
| NFSVenue=CVPR’21, Setting=Multi-Shot2026.03 | 63.51 | 48.56 | — | |
| NFSMode=Multi-Shot2026.03 | 63.51 | 48.56 | — | |
| cm-SSFTVenue=CVPR’20, Setting=Multi-Shot2026.03 | 63.4 | 62 | — | |
| cm-SSFTMode=Multi-Shot2026.03 | 63.4 | 62 | — | |
| CMTRVenue=TMM’23, Setting=Single-Shot2026.03 | 62.58 | 61.33 | — | |
| CM-NASMode=Single-Shot2026.03 | 61.99 | 60.02 | — | |
| cm-SSFTVenue=CVPR’20, Setting=Single-Shot2026.03 | 61.6 | 63.2 | — | |
| cm-SSFTMode=Single-Shot2026.03 | 61.6 | 63.2 | — | |
| cm-SSFT2026.06 | 61.6 | 63.2 | 89.2 | |
| MIDVenue=AAAI’22, Setting=Single-Shot2026.03 | 60.27 | 59.4 | — | |
| MIDMode=Single-Shot2026.03 | 60.27 | 59.4 | — | |
| NFSVenue=CVPR’21, Setting=Single-Shot2026.03 | 56.91 | 55.45 | — | |
| NFSMode=Single-Shot2026.03 | 56.91 | 55.45 | — | |
| LbAMode=Single-Shot2026.03 | 55.41 | 54.14 | — | |
| DDAG2026.06 | 54.75 | 53.02 | 90.39 | |
| AlignGANMode=Multi-Shot2026.03 | 51.5 | 33.9 | — | |
| AGWMode=Single-Shot2026.03 | 47.5 | 47.65 | — | |
| AGW2026.06 | 47.5 | 47.65 | 84.39 | |
| JSIA-ReIDMode=Multi-Shot2026.03 | 45.1 | 29.5 | — | |
| AlignGANMode=Single-Shot2026.03 | 42.4 | 40.7 | — | |
| JSIA-ReIDMode=Single-Shot2026.03 | 38.1 | 36.9 | — | |
| cmGANMode=Multi-Shot2026.03 | 31.49 | 22.27 | — | |
| cmGANMode=Single-Shot2026.03 | 26.97 | 27.8 | — | |
| Zero-PaddingMode=Multi-Shot2026.03 | 19.13 | 10.89 | — | |
| Zero-PaddingMode=Single-Shot2026.03 | 14.8 | 15.95 | — |