Universal Cross-Domain Retrieval on DomainNet Sketch (UnseenGallery)
68.04mAP@200MAIL++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MAIL++Training Setting=2-Shot2026.05 | 68.04 | 63.87 | |
| MAILTraining Setting=2-Shot2026.05 | 65.76 | 61.57 | |
| ProS*Training Setting=Full training data (UCDR results)2026.05 | 64.67 | 60.01 | |
| MMATraining Setting=2-Shot2026.05 | 63.86 | 58.84 | |
| BitFitTraining Setting=2-Shot2026.05 | 62.68 | 57.71 | |
| MaPLeTraining Setting=2-Shot2026.05 | 62.5 | 57.49 | |
| IVLATraining Setting=2-Shot2026.05 | 60.01 | 54.16 | |
| AFormerTraining Setting=2-Shot2026.05 | 59.64 | 53.73 | |
| VPT-DTraining Setting=2-Shot2026.05 | 57.47 | 52.58 | |
| IVLPTraining Setting=2-Shot2026.05 | 56.25 | 51.48 | |
| CLIPTraining Setting=2-Shot2026.05 | 42.2 | 35.28 |