Universal Cross-Domain Retrieval on DomainNet Painting (MixedGallery)
71.71mAP200MAIL++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MAIL++Training Setting=2-Shot2026.05 | 71.71 | 67.24 | |
| ProS*Training Setting=Full training data (UCDR results)2026.05 | 71.2 | 66.12 | |
| MAILTraining Setting=2-Shot2026.05 | 71.12 | 66.44 | |
| MaPLeTraining Setting=2-Shot2026.05 | 70.61 | 65.38 | |
| MMATraining Setting=2-Shot2026.05 | 69.24 | 63.92 | |
| BitFitTraining Setting=2-Shot2026.05 | 68.46 | 62.93 | |
| VPT-DTraining Setting=2-Shot2026.05 | 67.25 | 61.42 | |
| IVLPTraining Setting=2-Shot2026.05 | 66.4 | 60.86 | |
| AFormerTraining Setting=2-Shot2026.05 | 66.14 | 60.17 | |
| IVLATraining Setting=2-Shot2026.05 | 66.1 | 60.18 | |
| CLIPTraining Setting=2-Shot2026.05 | 56.53 | 50.14 |