Universal Cross-Domain Retrieval on DomainNet Quickdraw (MixedGallery)
24.03mAP@200MAIL++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MAIL++Training Setting=2-Shot2026.05 | 24.03 | 22.74 | |
| ProS*Training Setting=Full training data (UCDR results)2026.05 | 23.18 | 21.27 | |
| MAILTraining Setting=2-Shot2026.05 | 22.83 | 21.26 | |
| MMATraining Setting=2-Shot2026.05 | 21.84 | 19.56 | |
| MaPLeTraining Setting=2-Shot2026.05 | 21.58 | 19.75 | |
| BitFitTraining Setting=2-Shot2026.05 | 19.22 | 16.93 | |
| IVLATraining Setting=2-Shot2026.05 | 18.74 | 16.38 | |
| VPT-DTraining Setting=2-Shot2026.05 | 18.45 | 16.77 | |
| AFormerTraining Setting=2-Shot2026.05 | 18.11 | 15.71 | |
| IVLPTraining Setting=2-Shot2026.05 | 15.67 | 14.13 | |
| CLIPTraining Setting=2-Shot2026.05 | 6 | 3.17 |