Universal Cross-Domain Retrieval on DomainNet Painting (UnseenGallery)
76.55mAP@200MAIL++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MAIL++Training Setting=2-Shot2026.05 | 76.55 | 71.53 | |
| MAILTraining Setting=2-Shot2026.05 | 76.05 | 70.85 | |
| ProS*Training Setting=Full training data (UCDR results)2026.05 | 75.16 | 69.55 | |
| MaPLeTraining Setting=2-Shot2026.05 | 75.02 | 69.41 | |
| MMATraining Setting=2-Shot2026.05 | 74.08 | 68.36 | |
| BitFitTraining Setting=2-Shot2026.05 | 73.4 | 67.39 | |
| VPT-DTraining Setting=2-Shot2026.05 | 72.05 | 65.88 | |
| IVLPTraining Setting=2-Shot2026.05 | 71.47 | 65.51 | |
| AFormerTraining Setting=2-Shot2026.05 | 71.08 | 64.59 | |
| IVLATraining Setting=2-Shot2026.05 | 71.02 | 64.6 | |
| CLIPTraining Setting=2-Shot2026.05 | 61.68 | 55.07 |