Cross-domain Person Re-identification on MSMT17 (test) [Source: DukeMTMC]
48.3mAPSupervised learning (BOT)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Supervised learning (BOT)Protocol=Supervised2020.06 | 48.3 | 72.3 | |
| FastReID-MLTBackbone=ResNet-50, Aggregation=Gem Pooling, Head=Bnneck2020.06 | 27.7 | 59.5 | |
| MUVAType=VLM-based2026.03 | 26.8 | 55.7 | |
| CLIP-FGDIType=VLM-based, Input image size larger than 256x128=true2026.03 | 25.2 | 53.8 | |
| MMT2020.06 | 23.3 | 50.1 | |
| DAAM2020.06 | 21.6 | 46.7 | |
| TransMatcherType=Image Matching, Input image size larger than 256x128=true2026.03 | 20.7 | 52.8 | |
| DCACType=VLM-based2026.03 | 19.7 | 47.4 | |
| PATType=Part-based2026.03 | 19.2 | 43.9 | |
| QAConv-GSType=Image Matching, Input image size larger than 256x128=true2026.03 | 17 | 46.9 | |
| LDUType=Normalization2026.03 | 16.7 | 44.2 | |
| SuA-SpMLType=Meta-Learning2026.03 | 13.6 | 37.8 | |
| SSG2020.06 | 13.3 | 32.2 | |
| CBNType=Normalization2026.03 | 13 | 35.4 | |
| GNType=Normalization2026.03 | 12.3 | 33.8 | |
| MetaBINType=Meta-Learning2026.03 | 12.1 | 37.5 | |
| MLFPType=Augmentation2026.03 | 12.1 | 35.3 | |
| ECN2020.06 | 10.2 | 30.2 | |
| QAConvType=Image Matching, Input image size larger than 256x128=true2026.03 | 8.9 | 29 | |
| PTGAN2020.06 | 3.3 | 11.8 |