Universal Cross-Domain Retrieval on DomainNet Clipart (MixedGallery)
74.33mAP200MAIL++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MAIL++Training Setting=2-Shot2026.05 | 74.33 | 70.81 | |
| MAILTraining Setting=2-Shot2026.05 | 73.91 | 70.14 | |
| ProS*Training Setting=Full training data (UCDR results)2026.05 | 72.28 | 68.15 | |
| MMATraining Setting=2-Shot2026.05 | 72.1 | 67.09 | |
| MaPLeTraining Setting=2-Shot2026.05 | 71.98 | 67.62 | |
| BitFitTraining Setting=2-Shot2026.05 | 71.04 | 65.85 | |
| IVLATraining Setting=2-Shot2026.05 | 68.75 | 62.21 | |
| AFormerTraining Setting=2-Shot2026.05 | 68.66 | 62.1 | |
| VPT-DTraining Setting=2-Shot2026.05 | 68.02 | 63.04 | |
| IVLPTraining Setting=2-Shot2026.05 | 67.64 | 62.47 | |
| CLIPTraining Setting=2-Shot2026.05 | 56.08 | 46.91 |