Person Re-identification on CUHK03 Detected (test)
96.53mAPSCM-ReID
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCM-ReID2026.01 | 96.53 | 95.14 | 98.35 | 99 | |
| CTupletL2026.01 | 93.39 | 91.1 | — | — | |
| ProNet++MG (Multi-granularity features)=true, #Params=1.43x, Re-ranking (RK)=true2023.08 | 89.2 | 87.8 | — | — | |
| PRONET++2026.01 | 89.2 | 87.8 | — | — | |
| ProNet#Params=1x, Re-ranking (RK)=true2023.08 | 88 | 86.6 | — | — | |
| TopDBNet-rerank-SOT_pre-ranking=true, SOT module=true2022.04 | 87.9 | 88 | — | — | |
| TopDBNetre-ranking=true, SOT module=false2022.04 | 87.1 | 87.1 | — | — | |
| Top-DB-Netre-ranking=true2020.10 | 86.9 | 85.7 | — | — | |
| PyrNetre-ranking=true2020.10 | 82.7 | 80.8 | — | — | |
| AdaSPBackbone=ResNet-50, Input size=384×1282023.03 | 80.1 | 82 | — | — | |
| ProNet++MG (Multi-granularity features)=true, #Params=1.43x2023.08 | 79.1 | 82.6 | — | — | |
| AdaSPBackbone=ResNet-50, Input size=256×1282023.03 | 78 | 80.2 | — | — | |
| TopDBNet-SOT_pre-ranking=false, SOT module=true2022.04 | 77.9 | 80.4 | — | — | |
| PLR-OSNet2020.01 | 77.2 | 80.4 | — | — | |
| ProNet#Params=1x2023.08 | 76.7 | 80.1 | — | — | |
| SONA2020.01 | 76.35 | 79.1 | — | — | |
| SONAre-ranking=false2020.10 | 76.3 | 79.1 | — | — | |
| SSP-ReIDre-ranking=true2020.10 | 75 | 72.4 | — | — | |
| Pyramid2020.01 | 74.8 | 78.9 | — | — | |
| Pyramidre-ranking=false2020.10 | 74.8 | 78.9 | — | — | |
| PyramidMG (Multi-granularity features)=true, #Params=2.19x2023.08 | 74.8 | 78.9 | — | — | |
| NformerBackbone=ResNet-50, Input size=256×128, epochs=1602023.03 | 74.7 | 77.3 | — | — | |
| NFormer#Params=1.10x, Architecture (Transformer)=true2023.08 | 74.7 | 77.3 | — | — | |
| SANExtra data or annotations (*)=true, #Params=1.36x2023.08 | 74.6 | 79.4 | — | — | |
| RGA-SCBackbone=ResNet-50, Input size=256×1282023.03 | 74.5 | 79.6 | — | — | |
| RGA-SC#Params=1.25x2023.08 | 74.5 | 79.6 | — | — | |
| BDB2020.01 | 73.5 | 76.4 | — | — | |
| Top-DB-Netre-ranking=false2020.10 | 73.2 | 77.3 | — | — | |
| BAT-netBackbone=GoogLeNet, Input size=256×1282023.03 | 73.2 | 76.2 | — | — | |
| DenSemre-ranking=false2020.10 | 73.1 | 78.2 | — | — | |
| TopDBNetre-ranking=false, SOT module=false2022.04 | 72.9 | 75.7 | — | — | |
| ISPBackbone=HRNet-W32, Input size=256×1282023.03 | 71.4 | 75.2 | — | — | |
| Relation-NetMG (Multi-granularity features)=true, #Params=1.99x2023.08 | 69.6 | 74.4 | — | — | |
| Auto-ReID2020.01 | 69.3 | 73.3 | — | — | |
| Auto-ReIDre-ranking=false2020.10 | 69.3 | 73.3 | — | — | |
| OSNet2020.01 | 67.8 | 72.3 | — | — | |
| OSNetre-ranking=false2020.10 | 67.8 | 72.3 | — | — | |
| OSNetBackbone=OSNet, Input size=256×1282023.03 | 67.8 | 72.3 | — | — | |
| OSNet#Params=0.10x2023.08 | 67.8 | 72.3 | — | — | |
| MGN2020.01 | 66 | 68 | — | — | |
| MGNre-ranking=false2020.10 | 66 | 66.8 | — | — | |
| MGNBackbone=ResNet-50, Input size=384×1282023.03 | 66 | 66.8 | — | — | |
| MGNMG (Multi-granularity features)=true, #Params=2.81x2023.08 | 66 | 66.8 | — | — | |
| MHN2020.01 | 65.4 | 71.7 | — | — | |
| MHNre-ranking=false2020.10 | 65.4 | 71.7 | — | — | |
| PyrNetre-ranking=false2020.10 | 63.8 | 68 | — | — | |
| Mancs2020.01 | 60.5 | 65.5 | — | — | |
| DaRe+RE2020.01 | 59 | 63.3 | — | — | |
| BOT#Params=1x2023.08 | 58.4 | 60.5 | — | — | |
| PCB2020.01 | 57.5 | 63.7 | — | — | |
| PCB+RPP#Params=> 1.01x2023.08 | 57.5 | 63.7 | — | — | |
| HPMMG (Multi-granularity features)=true, #Params=1.45x2023.08 | 57.5 | 63.9 | — | — | |
| PCB#Params=1.01x2023.08 | 54.2 | 61.3 | — | — | |
| PAOA+Reference=Ours2023.10 | 50.3 | 50.9 | — | — | |
| PAOAReference=Ours2023.10 | 49.8 | 50.5 | — | — | |
| ACLReference=ECCV20222023.10 | 49.4 | 50.1 | — | — | |
| MLFN2020.01 | 47.8 | 52.8 | — | — | |
| METAReference=ECCV20222023.10 | 47.1 | 46.2 | — | — | |
| MetaBINReference=CVPR20212023.10 | 43 | 43.1 | — | — | |
| HA-CNN2020.01 | 38.6 | 41.7 | — | — | |
| M3LReference=CVPR20212023.10 | 35.7 | 36.5 | — | — | |
| QAConv50Reference=ECCV20202023.10 | 32.9 | 33.3 | — | — | |
| SNRReference=CVPR20202023.10 | 17.5 | 17.1 | — | — | |
| Ours-FF-dim.=3,8402019.11 | 0.696 | 0.744 | — | — | |
| Ours-SF-dim.=1,7922019.11 | 0.695 | 0.725 | — | — | |
| MGNF-dim.=2,0482019.11 | 0.66 | 0.668 | — | — | |
| PCB+RPPF-dim.=1,5362019.11 | 0.575 | 0.637 | — | — | |
| HPMF-dim.=3,8402019.11 | 0.575 | 0.639 | — | — | |
| PCBF-dim.=1,5362019.11 | 0.542 | 0.613 | — | — | |
| AlignedReIDF-dim.=2,0482019.11 | 0.396 | 0.615 | — | — | |
| HA-CNNF-dim.=1,0242019.11 | 0.386 | 0.417 | — | — | |
| SVDNetF-dim.=2,0482019.11 | 0.373 | 0.415 | — | — |