Person Re-identification on Market-1501 MA
87.7mAPBaseline + MUSE + CAJ
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Baseline + MUSE + CAJRe-ranking=true2026.06 | 87.7 | 91.4 | |
| Baseline + MUSE + ECNRe-ranking=true2026.06 | 86.2 | 90.5 | |
| Baseline + MUSE + K-RNNRe-ranking=true2026.06 | 83.1 | 88.7 | |
| Baseline + CAJRe-ranking=true2026.06 | 81.9 | 86.7 | |
| Baseline + ECNRe-ranking=true2026.06 | 78.9 | 84.7 | |
| Baseline + K-RNNRe-ranking=true2026.06 | 74.3 | 82.8 | |
| Baseline + MUSERe-ranking=false2026.06 | 70.8 | 89.6 | |
| ISRType=Pre-training, Input image size=> 256x128, Extra datasets for pre-training=true2026.03 | 70.5 | 87 | |
| MUVAType=VLM-based2026.03 | 66.7 | 86.1 | |
| QAConv-MSType=Image Matching, Input image size=> 256x1282026.03 | 65.2 | 87.1 | |
| SVILType=Normalization2026.03 | 65 | 86.1 | |
| RILLType=Normalization, Test-time updating=true2026.03 | 63.5 | 84.1 | |
| STLType=Normalization2026.03 | 63.3 | 85.7 | |
| DCCLType=Normalization2026.03 | 63.2 | 85.3 | |
| BaselineRe-ranking=false2026.06 | 62.3 | 81.4 | |
| UDSX2025.02 | 60.4 | 85.7 | |
| UDSXType=Embedding Expansion2026.03 | 60.4 | 83.2 | |
| SuA-SpMLType=Meta-Learning2026.03 | 59.1 | 83.2 | |
| SALDG2025.02 | 57.6 | 82.3 | |
| SALDGType=Mixture-of-Experts2026.03 | 57.6 | 82.3 | |
| IGMGType=Normalization, Input image size=> 256x1282026.03 | 57.1 | 83.1 | |
| DCAC2025.02 | 56.7 | 80 | |
| DCACType=VLM-based2026.03 | 56.7 | 80 | |
| RaMoE2025.02 | 56.5 | 82 | |
| RaMoEType=Mixture-of-Experts2026.03 | 56.5 | 82 | |
| DEX2025.02 | 55.2 | 81.5 | |
| DEXType=Embedding Expansion2026.03 | 55.2 | 81.5 | |
| PAT2025.02 | 51.7 | 75.2 | |
| PATType=Part-based2026.03 | 51.7 | 75.2 | |
| M3LIBN2025.02 | 50.2 | 75.9 | |
| M3L2025.02 | 48.1 | 74.5 | |
| M3LType=Meta-Learning2026.03 | 48.1 | 74.5 | |
| CLIP-FGDIType=VLM-based, Input image size=> 256x1282026.03 | 46.3 | 77.9 | |
| QAConv502025.02 | 39.5 | 68.6 |