Universal Cross-Domain Retrieval on DomainNet Infograph (UnseenGallery)
61.38mAP@200MAIL++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MAIL++Training Setting=2-Shot2026.05 | 61.38 | 58.76 | |
| MAILTraining Setting=2-Shot2026.05 | 60.11 | 57.4 | |
| AFormerTraining Setting=2-Shot2026.05 | 59.55 | 55 | |
| MaPLeTraining Setting=2-Shot2026.05 | 59.45 | 56.14 | |
| MMATraining Setting=2-Shot2026.05 | 59.33 | 55.01 | |
| BitFitTraining Setting=2-Shot2026.05 | 58.84 | 55.14 | |
| IVLPTraining Setting=2-Shot2026.05 | 58.2 | 54.07 | |
| ProS*Training Setting=Full training data (UCDR results)2026.05 | 57.98 | 54.42 | |
| IVLATraining Setting=2-Shot2026.05 | 57.39 | 53.36 | |
| VPT-DTraining Setting=2-Shot2026.05 | 56.28 | 52.18 | |
| CLIPTraining Setting=2-Shot2026.05 | 50.08 | 44.74 |