Universal Cross-Domain Retrieval on DomainNet Sketch (MixedGallery)
60.9mAP@200MAIL++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MAIL++Training Setting=2-Shot2026.05 | 60.9 | 57.34 | |
| MAILTraining Setting=2-Shot2026.05 | 59.05 | 55.25 | |
| ProS*Training Setting=Full training data (UCDR results)2026.05 | 58.43 | 54.63 | |
| MMATraining Setting=2-Shot2026.05 | 56.74 | 52.33 | |
| BitFitTraining Setting=2-Shot2026.05 | 55.84 | 51.52 | |
| MaPLeTraining Setting=2-Shot2026.05 | 55.69 | 51.67 | |
| IVLATraining Setting=2-Shot2026.05 | 53.27 | 48.19 | |
| AFormerTraining Setting=2-Shot2026.05 | 52.91 | 47.77 | |
| VPT-DTraining Setting=2-Shot2026.05 | 50.34 | 45.92 | |
| IVLPTraining Setting=2-Shot2026.05 | 49.37 | 45.06 | |
| CLIPTraining Setting=2-Shot2026.05 | 36.62 | 29.79 |