Person Re-identification on CUHK03 Labeled (test)
96.92mAPSCM-ReID
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCM-ReID2026.01 | 96.92 | 95.57 | 98.57 | 99.14 | |
| CTupletL2026.01 | 94.38 | 92.3 | — | — | |
| ProNet++MG (Multi-granularity features)=true, #Params=1.43x, Re-ranking (RK)=true2023.08 | 91.9 | 90.6 | — | — | |
| PRONET++2026.01 | 91.9 | 90.6 | — | — | |
| ProNet#Params=1x, Re-ranking (RK)=true2023.08 | 90.1 | 88.7 | — | — | |
| Top-DB-Netre-ranking=true2020.10 | 88.5 | 86.7 | — | — | |
| TransReID-SSL + DenoiseRepBackbone=ViT-base2024.06 | 88.08 | 89.29 | — | — | |
| TransReID-SSLBackbone=ViT-base2024.06 | 87.8 | 89.2 | — | — | |
| TransReID + DenoiseRepBackbone=ViT-base-ics2024.06 | 84.15 | 86.39 | — | — | |
| TransReID-SSL + DenoiseRepBackbone=ViT-small2024.06 | 84.11 | 86.47 | — | — | |
| TransReIDBackbone=ViT-base-ics2024.06 | 84.1 | 86.4 | — | — | |
| TransReID-SSLBackbone=ViT-small2024.06 | 83.5 | 85.9 | — | — | |
| ProNet++MG (Multi-granularity features)=true, #Params=1.43x2023.08 | 82.7 | 85.2 | — | — | |
| TransReID + DenoiseRepBackbone=ViT-base2024.06 | 82.44 | 84.61 | — | — | |
| AdaSPBackbone=ResNet-50, Input size=384×1282023.03 | 82.4 | 84.6 | — | — | |
| TransReIDBackbone=ViT-base2024.06 | 82.3 | 84.6 | — | — | |
| PLR-OSNet2020.01 | 80.5 | 84.6 | — | — | |
| AdaSPBackbone=ResNet-50, Input size=256×1282023.03 | 80.5 | 82.1 | — | — | |
| ProNet#Params=1x2023.08 | 80 | 82.7 | — | — | |
| SONA2020.01 | 79.23 | 81.85 | — | — | |
| SONAre-ranking=false2020.10 | 79.2 | 81.8 | — | — | |
| BoTre-ranking=true2020.10 | 78.7 | 77.1 | — | — | |
| NformerBackbone=ResNet-50, Input size=256×128, epochs=1602023.03 | 78 | 77.2 | — | — | |
| NFormer#Params=1.10x, Architecture (Transformer)=true2023.08 | 78 | 77.2 | — | — | |
| NformerBackbone=ResNet-502024.06 | 78 | 77.2 | — | — | |
| SSP-ReIDre-ranking=true2020.10 | 77.5 | 74.6 | — | — | |
| RGA-SCBackbone=ResNet-50, Input size=256×1282023.03 | 77.4 | 81.1 | — | — | |
| RGA-SC#Params=1.25x2023.08 | 77.4 | 81.1 | — | — | |
| RGA-SCBackbone=ResNet-502024.06 | 77.4 | 81.1 | — | — | |
| Pyramid2020.01 | 76.9 | 78.9 | — | — | |
| Pyramidre-ranking=false2020.10 | 76.9 | 78.9 | — | — | |
| PyramidMG (Multi-granularity features)=true, #Params=2.19x2023.08 | 76.9 | 78.9 | — | — | |
| BDB2020.01 | 76.7 | 79.4 | — | — | |
| SANExtra data or annotations (*)=true, #Params=1.36x2023.08 | 76.4 | 80.1 | — | — | |
| BAT-netBackbone=GoogLeNet, Input size=256×1282023.03 | 76.1 | 78.6 | — | — | |
| BAT-netBackbone=GoogLeNet2024.06 | 76.1 | 78.6 | — | — | |
| Ours-FF-dim.=3,8402019.11 | 75.6 | 77.9 | — | — | |
| Relation-NetMG (Multi-granularity features)=true, #Params=1.99x2023.08 | 75.6 | 77.9 | — | — | |
| Top-DB-Netre-ranking=false2020.10 | 75.4 | 79.4 | — | — | |
| DenSemre-ranking=false2020.10 | 75.2 | 78.9 | — | — | |
| ISPBackbone=HRNet-W32, Input size=256×1282023.03 | 74.1 | 76.5 | — | — | |
| ISPBackbone=HRNet-W322024.06 | 74.1 | 76.5 | — | — | |
| Ours-SF-dim.=1,7922019.11 | 73.5 | 76.6 | — | — | |
| Auto-ReID2020.01 | 73 | 77.9 | — | — | |
| Auto-ReIDre-ranking=false2020.10 | 73 | 77.9 | — | — | |
| MHN2020.01 | 72.4 | 77.2 | — | — | |
| MHNre-ranking=false2020.10 | 72.4 | 77.2 | — | — | |
| PyrNetre-ranking=false2020.10 | 68.3 | 71.6 | — | — | |
| MGNF-dim.=2,0482019.11 | 67.4 | 68 | — | — | |
| MGN2020.01 | 67.4 | 68 | — | — | |
| MGNre-ranking=false2020.10 | 67.4 | 68 | — | — | |
| MGNBackbone=ResNet-50, Input size=384×1282023.03 | 67.4 | 68 | — | — | |
| MGNMG (Multi-granularity features)=true, #Params=2.81x2023.08 | 67.4 | 68 | — | — | |
| MGNBackbone=ResNet-502024.06 | 67.4 | 68 | — | — | |
| Mancs2020.01 | 63.9 | 69 | — | — | |
| DaRe+RE2020.01 | 61.6 | 66.1 | — | — | |
| BOT#Params=1x2023.08 | 61.3 | 62.6 | — | — | |
| MLFN2020.01 | 49.2 | 54.7 | — | — | |
| HA-CNNF-dim.=1,0242019.11 | 41 | 44.4 | — | — | |
| HA-CNN2020.01 | 41 | 44.4 | — | — | |
| SVDNetF-dim.=2,0482019.11 | 37.8 | 40.9 | — | — |