Universal Cross-Domain Retrieval on DomainNet Average (UnseenGallery)
63.23mAP@200MAIL++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MAIL++Training Setting=2-Shot2026.05 | 63.23 | 59.63 | |
| MAILTraining Setting=2-Shot2026.05 | 62.05 | 58.31 | |
| ProS*Training Setting=Full training data (UCDR results)2026.05 | 60.52 | 56.26 | |
| MMATraining Setting=2-Shot2026.05 | 60.31 | 55.62 | |
| MaPLeTraining Setting=2-Shot2026.05 | 60.29 | 56.05 | |
| BitFitTraining Setting=2-Shot2026.05 | 59.12 | 54.5 | |
| AFormerTraining Setting=2-Shot2026.05 | 57.27 | 51.89 | |
| IVLATraining Setting=2-Shot2026.05 | 57.13 | 51.84 | |
| VPT-DTraining Setting=2-Shot2026.05 | 56.6 | 52.2 | |
| IVLPTraining Setting=2-Shot2026.05 | 55.85 | 51.42 | |
| CLIPTraining Setting=2-Shot2026.05 | 44.35 | 38.4 |