Cross-Domain Image Retrieval on DomainNet Real to Sketch
53.72Recall@1CenterPolar
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CenterPolarApproach=SDG-DML2026.01 | 53.72 | 61.44 | 15.84 | 8.94 | |
| SEEApproach=SDG-DML2026.01 | 52.71 | 60.38 | 15.42 | 8.44 | |
| DDMLApproach=SDG-DML2026.01 | 52.31 | 60.01 | 14.82 | 7.87 | |
| IDMLApproach=SDG-DML2026.01 | 52.12 | 59.64 | 14.18 | 7.54 | |
| DADAApproach=SDG-DML2026.01 | 52.03 | 59.61 | 13.75 | 7.31 | |
| PAApproach=DML2026.01 | 51.87 | 59.8 | 14.32 | 7.28 | |
| Cos.Approach=DML2026.01 | 51.6 | 59.2 | 14.45 | 7.72 | |
| DASApproach=DML2026.01 | 51.44 | 59.15 | 14.85 | 8.05 | |
| HSEApproach=SDG-DML2026.01 | 50.16 | 58.13 | 13.41 | 6.78 | |
| PDMLApproach=SDG-DML2026.01 | 50.05 | 57.47 | 11.88 | 5.95 | |
| SupC.Approach=DML2026.01 | 49.75 | 57.57 | 15.46 | 8.21 | |
| Marg.Approach=DML2026.01 | 48.4 | 56.1 | 14.03 | 7.11 | |
| PNApproach=DML2026.01 | 46.73 | 54.7 | 12.98 | 6.35 | |
| DCMLApproach=DML2026.01 | 43.04 | 50.54 | 12.3 | 6.03 | |
| VICRegApproach=DML2026.01 | 38.51 | 45.64 | 7.28 | 3.04 | |
| Inst.Approach=DML2026.01 | 30.64 | 37.09 | 4.09 | 1.05 |