Person Re-Identification on MSMT17 -> CUHK03-NP (test)
40.2mAPMUVA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MUVAType=VLM-based2026.03 | 40.2 | 42 | |
| DCACType=VLM-based2026.03 | 34.1 | 34.4 | |
| QAConv-MSType=Image Matching, Input image size > 256x128=true2026.03 | 28.5 | 31 | |
| DMRLType=VLM-based, Extra datasets for pre-training=true2026.03 | 24.7 | 26.1 | |
| STLType=Normalization2026.03 | 24.5 | 25.6 | |
| QAConvType=Image Matching2026.03 | 22.6 | 25.3 | |
| TransMatcherType=Image Matching, Input image size > 256x128=true2026.03 | 22.5 | 23.7 | |
| LDUType=Normalization2026.03 | 21.3 | 21.3 | |
| MUVAType=VLM-based2026.03 | 21 | 49.8 | |
| QAConv-GSType=Image Matching, Input image size > 256x128=true2026.03 | 20.6 | 20.9 | |
| GN+SNRType=Normalization2026.03 | 18.3 | 17.4 | |
| DCAC2025.02 | 17.8 | 47.3 | |
| DCACType=VLM-based2026.03 | 17.8 | 47.3 | |
| Baseline2025.02 | 16.6 | 45.2 | |
| QAConv-GSType=Image Matching, Input image size > 256x128=true2026.03 | 16.2 | 47.6 | |
| MTIType=Normalization2026.03 | 16 | 15.4 | |
| TransMatcherType=Image Matching, Input image size > 256x128=true2026.03 | 15.2 | 45.2 | |
| LDU2025.02 | 12.6 | 36.9 | |
| LDUType=Normalization2026.03 | 12.6 | 36.9 | |
| GN2025.02 | 11.9 | 33.4 | |
| GNType=Normalization2026.03 | 11.9 | 33.4 | |
| QAConvType=Image Matching2026.03 | 3.9 | 14.9 | |
| DCAC2025.02 | 0.341 | 0.344 | |
| Baseline2025.02 | 0.327 | 0.329 | |
| QAConv2025.02 | 0.226 | 0.253 | |
| TransMatcherinput image size=> 256x1282025.02 | 0.225 | 0.237 | |
| LDU2025.02 | 0.213 | 0.213 | |
| QAConv-GSinput image size=> 256x1282025.02 | 0.206 | 0.209 | |
| GN+SNR2025.02 | 0.183 | 0.174 | |
| MTI2025.02 | 0.16 | 0.154 |