Cross-modality Person Re-identification on SYSU-MM01 (Indoor Search)
84.7Rank-1Ours (RLE)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ours (RLE)2024.11 | 84.7 | 99.3 | — | 92.8 | — | |
| SAAI+oursre-ranking=false2025.03 | 84.2 | — | — | 86.83 | — | |
| CM-LSP-GE-RKPost-processing=Re-Ranking2022.06 | 82.31 | 98.12 | 99.91 | 85.16 | 66.51 | |
| SEFLre-ranking=false2025.03 | 82.07 | — | — | 82.95 | — | |
| CIFTre-ranking=false2025.03 | 81.82 | — | — | 85.61 | — | |
| SAAI(w/o AIM)re-ranking=false2025.03 | 81.59 | — | — | 84.6 | — | |
| PartMixre-ranking=false2025.03 | 81.52 | — | — | 84.38 | — | |
| CM-EMDTime=20222022.06 | 80.53 | 98.31 | 99.91 | 82.71 | — | |
| DEEN2024.11 | 80.3 | 99 | — | 83.3 | — | |
| DEENre-ranking=false2025.03 | 80.3 | — | — | 83.3 | — | |
| CALre-ranking=false2025.03 | 79.69 | — | — | 83.68 | — | |
| MUNre-ranking=false2025.03 | 79.42 | — | — | 82.06 | — | |
| MSCLNetre-ranking=false2025.03 | 78.49 | — | — | 81.17 | — | |
| CAJ+2024.11 | 78.4 | 98.4 | — | 82 | — | |
| protoHPEre-ranking=false2025.03 | 77.81 | — | — | 81.31 | — | |
| MAUM2024.11 | 77 | — | — | 81.9 | — | |
| MAUMre-ranking=false2025.03 | 76.9 | — | — | 81.94 | — | |
| CMTre-ranking=false2025.03 | 76.9 | — | — | 79.91 | — | |
| MPANetTime=20212022.06 | 76.74 | 98.21 | 99.57 | 80.95 | — | |
| MPANetre-ranking=false2025.03 | 76.74 | — | — | 80.95 | — | |
| MPANet2024.11 | 76.7 | 98.2 | — | 81 | — | |
| CAJ2024.11 | 76.3 | 97.9 | — | 80.4 | — | |
| MMN2024.11 | 76.2 | 97.2 | — | 79.6 | — | |
| PMTre-ranking=false2025.03 | 72.95 | — | — | 77.81 | — | |
| MCLNet2024.11 | 72.6 | 97 | — | 76.6 | — | |
| MCLNetre-ranking=false2025.03 | 72.56 | — | — | 76.58 | — | |
| DART2024.11 | 72.5 | 97.8 | — | 78.2 | — | |
| NFSShot mode=Multi-shot2021.04 | 70.03 | 97.7 | 99.51 | 61.45 | — | |
| CM-LSP-GE2022.06 | 69.38 | 95.14 | 98.25 | 70.3 | 65.14 | |
| LZMTime=20202022.06 | 69.06 | 96.3 | 97.16 | 76.95 | — | |
| SMCL2024.11 | 68.8 | 96.6 | — | 75.6 | — | |
| AGWTime=20212022.06 | 68.72 | 94.61 | 97.42 | 75.11 | 64.22 | |
| FMCNet2024.11 | 68.2 | — | — | 74.1 | — | |
| FMCNetre-ranking=false2025.03 | 68.15 | — | — | 74.09 | — | |
| CM-NAS2024.11 | 68 | 94.8 | — | 82.4 | — | |
| CM-GE2022.06 | 65.84 | 93.22 | 96.95 | 67.31 | 61.99 | |
| MIDre-ranking=false2025.03 | 64.86 | — | — | 70.12 | — | |
| HcTriVenue=TMM202020.12 | 63.41 | — | — | 68.17 | — | |
| HcTriTime=20202022.06 | 63.41 | 91.69 | 95.28 | 68.1 | 64.26 | |
| DGTLFeature type=f_bnf2020.12 | 63.11 | — | — | 69.2 | — | |
| DGTLTime=20212022.06 | 63.11 | — | 69.2 | — | — | |
| NFS2024.11 | 62.8 | 96.5 | — | 69.8 | — | |
| NFSShot mode=Single-shot2021.04 | 62.79 | 96.53 | 99.07 | 69.79 | — | |
| HATVenue=TIFS20, Query Setting=Single-shot2020.01 | 62.1 | 95.75 | 99.2 | 69.37 | — | |
| HATVenue=TIFS202020.12 | 62.1 | — | — | 69.37 | — | |
| DDAGShot mode=Single-shot2021.04 | 61.02 | 94.06 | 98.41 | 67.98 | — | |
| DDAGVenue=ECCV202020.12 | 61.02 | — | — | 67.98 | — | |
| DDAG baselineVenue=ECCV 2020, Attacked Baseline=None (Clean)2024.01 | 61.02 | 94.06 | 98.41 | 67.98 | — | |
| DDAG2024.11 | 61 | 94.1 | — | 68 | — | |
| CMLTime=20202022.06 | 60.42 | 95.88 | 99.5 | 53.52 | — | |
| HCTime=20202022.06 | 59.74 | 92.07 | 96.22 | 64.91 | — | |
| TS-GANTime=20212022.06 | 59.3 | 91.8 | 97.9 | 50.9 | — | |
| DGTLFeature type=f_bn2020.12 | 59.21 | — | — | 66.27 | — | |
| LbA2024.11 | 58.5 | — | — | 66.3 | — | |
| MACEVenue=TIP202020.12 | 57.35 | — | — | 64.79 | — | |
| AlignGANShot mode=Multi-shot2021.04 | 57.1 | 92.7 | 97.4 | 45.3 | — | |
| AlignGANTime=20192022.06 | 57.1 | 92.7 | 97.4 | 45.3 | — | |
| PGD attackVenue=ICLR 2018, Attacked Baseline=DDAG2024.01 | 56.1 | 91.54 | 96.13 | 59.22 | — | |
| CMLVenue=MM202020.12 | 54.98 | — | — | 63.7 | — | |
| AGWSearch Mode=Indoor Search2020.01 | 54.17 | — | — | 62.97 | 59.23 | |
| AGWShot mode=Single-shot2021.04 | 54.17 | 91.14 | 95.98 | 62.97 | — | |
| AGW baselineVenue=TPAMI 2022, Attacked Baseline=None (Clean)2024.01 | 54.17 | 91.14 | 95.98 | 62.97 | — | |
| FGSM attackVenue=ICLR 2015, Attacked Baseline=DDAG2024.01 | 53.87 | 90.15 | 94.58 | 57.84 | — | |
| JSIA-REIDShot mode=Multi-shot2021.04 | 52.7 | 91.1 | 96.4 | 42.7 | — | |
| JSIATime=20202022.06 | 52.7 | 91.1 | 96.4 | 42.7 | — | |
| CMSPVenue=IJCV202020.12 | 48.62 | — | — | 57.5 | — | |
| FGSM attackVenue=ICLR 2015, Attacked Baseline=AGW2024.01 | 48.05 | 86.73 | 92.11 | 53.22 | — | |
| DGD+MSRShot mode=Multi-shot2021.04 | 46.6 | 93.6 | 98.8 | 40.1 | — | |
| AlignGANVenue=ICCV19, Query Setting=Single-shot2020.01 | 45.9 | 87.6 | 94.4 | 54.3 | — | |
| AlignGSearch Mode=Indoor Search2020.01 | 45.9 | — | — | 54.3 | — | |
| AlignGANShot mode=Single-shot2021.04 | 45.9 | 87.6 | 94.4 | 54.3 | — | |
| AlignGAN2024.11 | 45.9 | 87.6 | — | 54.3 | — | |
| HPILNTime=20202022.06 | 45.77 | 91.82 | 98.46 | 56.52 | — | |
| JSIA-REIDShot mode=Single-shot2021.04 | 43.8 | 86.2 | 94.2 | 52.9 | — | |
| JSIAVenue=AAAI202020.12 | 43.8 | — | — | 52.9 | — | |
| PGD attackVenue=ICLR 2018, Attacked Baseline=AGW2024.01 | 43.68 | 82.54 | 89.14 | 48.56 | — | |
| MSRVenue=TIP19, Query Setting=Single-shot2020.01 | 39.64 | 89.29 | 97.66 | 50.88 | — | |
| MSRVenue=TIP202020.12 | 39.64 | — | — | 50.88 | — | |
| DDAGVenue=ECCV20, Query Setting=Single-shot2020.01 | 39.62 | 61.02 | 94.06 | 67.98 | 62.61 | |
| DGD+MSRShot mode=Single-shot2021.04 | 39.6 | 89.3 | 97.7 | 50.9 | — | |
| cmGANShot mode=Multi-shot2021.04 | 37 | 80.9 | 92.1 | 32.8 | — | |
| MACVenue=MM19, Query Setting=Single-shot2020.01 | 36.43 | 62.36 | 71.63 | 37.03 | — | |
| AGWQuery Setting=Single-shot2020.01 | 35.3 | 54.17 | 91.14 | 95.98 | 62.97 | |
| eBDTRVenue=TIFS19, Query Setting=Single-shot2020.01 | 32.46 | 77.42 | 89.62 | 42.46 | — | |
| eBDTRSearch Mode=Indoor Search2020.01 | 32.46 | — | — | 42.46 | — | |
| BDTRVenue=IJCAI18, Query Setting=Single-shot2020.01 | 31.92 | 77.18 | 89.28 | 41.86 | — | |
| cmGANTime=20182022.06 | 31.63 | 77.23 | 89.62 | 42.46 | — | |
| cmGANShot mode=Single-shot2021.04 | 31.6 | 77.2 | 89.2 | 42.2 | — | |
| M-FGSM attackVenue=TPAMI 2020, Attacked Baseline=DDAG2024.01 | 24.85 | 40.74 | 49.23 | 18.4 | — | |
| HCMLVenue=AAAI18, Query Setting=Single-shot2020.01 | 24.52 | 73.25 | 86.73 | 30.08 | — | |
| HCMLSearch Mode=Indoor Search2020.01 | 24.52 | — | — | 30.08 | — | |
| Zero-PaddingShot mode=Multi-shot2021.04 | 24.4 | 75.9 | 91.3 | 18.6 | — | |
| LTA attackVenue=CVPR 2022, Attacked Baseline=AGW2024.01 | 20.92 | 32.18 | 36.8 | 15.24 | — | |
| TONEVenue=AAAI18, Query Setting=Single-shot2020.01 | 20.82 | 68.86 | 84.46 | 26.38 | — | |
| Zero-PaddingShot mode=Single-shot2021.04 | 20.6 | 68.4 | 85.8 | 26.9 | — | |
| Zero-PadVenue=ICCV17, Query Setting=Single-shot2020.01 | 20.58 | 68.38 | 85.79 | 26.92 | — | |
| Zero-PadSearch Mode=Indoor Search2020.01 | 20.58 | — | — | 26.92 | — | |
| HCMLTime=20182022.06 | 20.58 | 63.38 | 85.79 | 26.92 | — | |
| M-FGSM attackVenue=TPAMI 2020, Attacked Baseline=AGW2024.01 | 20.56 | 38.91 | 46.35 | 15.89 | — | |
| LTA attackVenue=CVPR 2022, Attacked Baseline=DDAG2024.01 | 18.93 | 34.12 | 41.52 | 15.04 | — |