Domain Generalization on DomainBed (CMST, PACS, VLCS, Office, Terra, DomNet)
52.4CMST AccuracyMEDIC++
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MEDIC++Hyperparameters=custom, Multi-binary classifier=included2026.06 | 52.4 | 89.4 | 79 | 71.6 | 50.2 | 46.7 | 64.9 | |
| Hutchinson2026.06 | 52.3 | 83.9 | 76.8 | 68.2 | 46.6 | 41.6 | 61.6 | |
| MEDIC++Hyperparameters=default, Multi-binary classifier=excluded2026.06 | 52.2 | 87.3 | 78.5 | 69.6 | 49.3 | 40.7 | 62.9 | |
| GroupDRO2026.06 | 52.1 | 84.4 | 76.7 | 66 | 43.2 | 33.3 | 59.3 | |
| Fishr2026.06 | 52 | 85.5 | 77.8 | 67.8 | 47.4 | 41.7 | 62 | |
| V-REx2026.06 | 51.8 | 84.9 | 78.3 | 66.4 | 46.4 | 33.6 | 60.2 | |
| SAND-mask2026.06 | 51.8 | 84.6 | 77.4 | 65.8 | 42.9 | 32.1 | 59.1 | |
| HGP2026.06 | 51.8 | 84.7 | 77.6 | 68.2 | 43.6 | 41.1 | 61.2 | |
| RSC2026.06 | 51.7 | 85.2 | 77.1 | 65.5 | 46.6 | 38.9 | 60.8 | |
| Fish2026.06 | 51.6 | 85.5 | 77.8 | 68.6 | 45.1 | 42.7 | 61.9 | |
| ERM2026.06 | 51.5 | 85.5 | 77.5 | 66.5 | 46.1 | 40.9 | 61.3 | |
| MLDG2026.06 | 51.5 | 84.9 | 77.2 | 66.8 | 47.8 | 41.2 | 61.6 | |
| CORAL2026.06 | 51.5 | 86.2 | 78.8 | 68.7 | 47.7 | 41.5 | 62.4 | |
| AND-mask2026.06 | 51.3 | 84.4 | 78.1 | 65.6 | 44.6 | 37.2 | 60.2 |