Universal Cross-Domain Retrieval on DomainNet Average (MixedGallery)
57.13mAP200MAIL++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MAIL++Training Setting=2-Shot2026.05 | 57.13 | 54.13 | |
| MAILTraining Setting=2-Shot2026.05 | 56.05 | 52.8 | |
| ProS*Training Setting=Full training data (UCDR results)2026.05 | 55.46 | 51.95 | |
| MMATraining Setting=2-Shot2026.05 | 54.6 | 50.42 | |
| MaPLeTraining Setting=2-Shot2026.05 | 54.58 | 50.87 | |
| BitFitTraining Setting=2-Shot2026.05 | 53.38 | 49.22 | |
| AFormerTraining Setting=2-Shot2026.05 | 51.79 | 47 | |
| IVLATraining Setting=2-Shot2026.05 | 51.54 | 46.68 | |
| VPT-DTraining Setting=2-Shot2026.05 | 50.73 | 46.61 | |
| IVLPTraining Setting=2-Shot2026.05 | 50.13 | 46.08 | |
| CLIPTraining Setting=2-Shot2026.05 | 39.8 | 33.78 |