Cross-modality Person Re-identification on SYSU-MM01 (All Search)
79.33Recall@1SAAI+ours
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SAAI+oursre-ranking=false2025.03 | 79.33 | — | — | 76.44 | — | |
| PartMixre-ranking=false2025.03 | 77.78 | — | — | 74.62 | — | |
| SEFLre-ranking=false2025.03 | 77.12 | — | — | 72.33 | — | |
| MSCLNetre-ranking=false2025.03 | 76.99 | — | — | 71.64 | — | |
| CM-LSP-GE-RKPost-processing=Re-Ranking2022.06 | 76.28 | 94.38 | 97.08 | 76.52 | 42.03 | |
| MUNre-ranking=false2025.03 | 76.24 | — | — | 73.81 | — | |
| HOSNet2026.02 | 75.6 | — | — | 74.2 | 59.81 | |
| Ours (RLE)2024.11 | 75.4 | 97.7 | — | 72.4 | — | |
| SAAI(w/o AIM)re-ranking=false2025.03 | 75.29 | — | — | 71.81 | — | |
| DEEN2024.11 | 74.7 | 97.6 | — | 71.8 | — | |
| DEENre-ranking=false2025.03 | 74.7 | — | — | 71.8 | — | |
| DEEN2026.02 | 74.7 | — | — | 71.8 | 59.06 | |
| CALre-ranking=false2025.03 | 74.66 | — | — | 71.73 | — | |
| CIFTre-ranking=false2025.03 | 74.08 | — | — | 74.79 | — | |
| DSCNet2026.02 | 73.89 | — | — | 69.47 | 52.44 | |
| CM-EMDTime=20222022.06 | 73.39 | 96.24 | 98.82 | 68.56 | — | |
| CityGuard2026.02 | 72.15 | — | — | 69.87 | 55.12 | |
| protoHPEre-ranking=false2025.03 | 71.92 | — | — | 70.59 | — | |
| CMTre-ranking=false2025.03 | 71.88 | — | — | 68.57 | — | |
| PCFM2026.02 | 71.82 | — | — | 68.53 | 54.74 | |
| MAUM2024.11 | 71.7 | — | — | 68.8 | — | |
| MAUMre-ranking=false2025.03 | 71.68 | — | — | 68.79 | — | |
| CAJ+2024.11 | 71.5 | 96.2 | — | 68.2 | — | |
| MPANet2024.11 | 70.6 | 96.2 | — | 68.2 | — | |
| MMN2024.11 | 70.6 | 96.2 | — | 66.9 | — | |
| MPANetTime=20212022.06 | 70.58 | 96.21 | 98.8 | 68.24 | — | |
| MPANetre-ranking=false2025.03 | 70.58 | — | — | 68.24 | — | |
| CAJ2024.11 | 69.9 | 95.7 | — | 66.9 | — | |
| DART2026.02 | 68.72 | — | — | 66.29 | 53.26 | |
| DART2024.11 | 68.7 | 96.4 | — | 66.3 | — | |
| PMTre-ranking=false2025.03 | 67.7 | — | — | 66.13 | — | |
| PMT2026.02 | 67.53 | — | — | 64.98 | 51.86 | |
| SMCL2024.11 | 67.4 | 92.9 | — | 61.8 | — | |
| FMCNetre-ranking=false2025.03 | 66.34 | — | — | 62.51 | — | |
| FMCNet2024.11 | 66.3 | — | — | 62.5 | — | |
| MCLNet2024.11 | 65.4 | 93.3 | — | 62 | — | |
| MCLNetre-ranking=false2025.03 | 65.4 | — | — | 61.98 | — | |
| TokenMatcherSetting=S2026.01 | 65.1 | — | — | 62.8 | — | |
| ITKMSetting=M2026.01 | 64.9 | — | — | 63.3 | — | |
| ITKMSetting=S2026.01 | 64.6 | — | — | 63.2 | — | |
| SDCLSetting=S2026.01 | 64.5 | — | — | 63.2 | — | |
| NFSShot mode=Multi-shot2021.04 | 63.51 | 94.42 | 97.81 | 48.56 | — | |
| LZMTime=20202022.06 | 63.05 | 93.62 | 96.3 | 67.13 | — | |
| SDCLSetting=M2026.01 | 63 | — | — | 61.8 | — | |
| TokenMatcherSetting=M2026.01 | 62.5 | — | — | 60.9 | — | |
| HcTriVenue=TMM202020.12 | 61.68 | — | — | 57.51 | — | |
| HcTriTime=20202022.06 | 61.68 | 93.1 | 97.17 | 57.51 | 39.54 | |
| CM-LSP-GE2022.06 | 60.91 | 89.03 | 94.43 | 57.12 | 41.39 | |
| CM-NAS2024.11 | 60.8 | 92.1 | — | 58.9 | — | |
| MIDre-ranking=false2025.03 | 60.27 | — | — | 59.4 | — | |
| HCTime=20202022.06 | 59.96 | 91.5 | 96.82 | 54.95 | — | |
| CM-GE2022.06 | 58.59 | 87.14 | 92.64 | 54.95 | 39 | |
| DGTLFeature type=f_bnf2020.12 | 57.34 | — | — | 55.13 | — | |
| DGTLTime=20212022.06 | 57.34 | — | — | 55.13 | — | |
| DGTL2026.02 | 57.34 | — | — | 55.13 | 42.55 | |
| NFSShot mode=Single-shot2021.04 | 56.91 | 91.34 | 96.52 | 55.45 | — | |
| NFS2024.11 | 56.9 | 91.3 | — | 55.5 | — | |
| AGWTime=20212022.06 | 56.52 | 90.26 | 95.59 | 57.47 | 38.75 | |
| CMLTime=20202022.06 | 56.27 | 94.08 | 98.12 | 43.39 | — | |
| TS-GANTime=20212022.06 | 55.9 | 91.2 | 96.6 | 39.7 | — | |
| LbA2024.11 | 55.4 | — | — | 54.1 | — | |
| HATVenue=TIFS20, Query Setting=Single-shot2020.01 | 55.29 | 92.14 | 97.36 | 53.89 | — | |
| HATVenue=TIFS202020.12 | 55.29 | — | — | 53.89 | — | |
| DDAG2024.11 | 54.8 | 90.4 | — | 53 | — | |
| DDAGVenue=ECCV20, Query Setting=Single-shot2020.01 | 54.75 | 90.39 | 95.81 | 53.02 | 39.62 | |
| DDAGShot mode=Single-shot2021.04 | 54.75 | 90.39 | 95.81 | 53.02 | — | |
| DDAGVenue=ECCV202020.12 | 54.75 | — | — | 53.02 | — | |
| DGTLFeature type=f_bn2020.12 | 54.66 | — | — | 52.72 | — | |
| CMLVenue=MM202020.12 | 51.8 | — | — | 51.21 | — | |
| MACEVenue=TIP202020.12 | 51.64 | — | — | 50.11 | — | |
| AlignGANShot mode=Multi-shot2021.04 | 51.5 | 89.4 | 95.7 | 33.9 | — | |
| AlignGANTime=20192022.06 | 51.5 | 89.4 | 95.7 | 33.9 | — | |
| XmodalShot mode=Single-shot2021.04 | 49.92 | 89.79 | 95.96 | 50.73 | — | |
| XIVVenue=AAAI202020.12 | 49.92 | — | — | 50.73 | — | |
| X-ModalVenue=AAAI-20, Query Setting=Single-shot2020.01 | 49.9 | 89.8 | 96 | 50.7 | — | |
| cm-SSFTVenue=CVPR20, Query Setting=Single-shot2020.01 | 47.7 | — | — | 54.1 | — | |
| AGWQuery Setting=Single-shot2020.01 | 47.5 | 84.39 | 92.14 | 47.65 | 35.3 | |
| AGWSearch Mode=All Search2020.01 | 47.5 | — | — | 47.65 | 35.3 | |
| AGWShot mode=Single-shot2021.04 | 47.5 | 84.39 | 92.14 | 47.65 | — | |
| AGW2026.02 | 47.5 | — | — | 47.65 | 35.3 | |
| CIL2026.02 | 45.41 | — | — | 47.64 | 38.15 | |
| JSIA-REIDShot mode=Multi-shot2021.04 | 45.1 | 85.7 | 93.8 | 29.5 | — | |
| JSIATime=20202022.06 | 45.1 | 85.7 | 93.8 | 29.5 | — | |
| DGD+MSRShot mode=Multi-shot2021.04 | 43.9 | 86.9 | 95.7 | 30.5 | — | |
| CMSPVenue=IJCV202020.12 | 43.56 | — | — | 44.98 | — | |
| AlignGANVenue=ICCV19, Query Setting=Single-shot2020.01 | 42.4 | 85 | 93.7 | 40.7 | — | |
| AlignGSearch Mode=All Search2020.01 | 42.4 | — | — | 40.7 | — | |
| AlignGANShot mode=Single-shot2021.04 | 42.4 | 85 | 93.7 | 40.7 | — | |
| AlignGAN2024.11 | 42.4 | 85 | — | 40.7 | — | |
| HPILNTime=20202022.06 | 41.36 | 84.78 | 94.51 | 42.95 | — | |
| JSIA-REIDShot mode=Single-shot2021.04 | 38.1 | 80.7 | 89.9 | 36.9 | — | |
| JSIAVenue=AAAI202020.12 | 38.1 | — | — | 36.9 | — | |
| DGD+MSRShot mode=Single-shot2021.04 | 37.4 | 83.4 | 93.3 | 38.1 | — | |
| MSRVenue=TIP19, Query Setting=Single-shot2020.01 | 37.35 | 83.4 | 93.34 | 38.11 | — | |
| MSRVenue=TIP202020.12 | 37.35 | — | — | 38.11 | — | |
| EDFLTime=20202022.06 | 36.94 | 84.52 | 93.22 | 40.77 | — | |
| CoSIGANTime=20202022.06 | 35.55 | 81.54 | 90.43 | 38.33 | — | |
| Hi-CMDVenue=CVPR202020.12 | 34.94 | — | — | 35.94 | — | |
| Hi-CMDVenue=CVPR20, Query Setting=Single-shot2020.01 | 34.9 | 77.6 | — | 35.9 | — | |
| Hi-CMDSearch Mode=All Search2020.01 | 34.9 | — | — | 35.9 | — |