Domain Generalization on DomainBed (PACS, VLCS, OH, Terra, DN)
89.8Accuracy (PACS)ERM++
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ERM++evaluation_protocol=single-run accuracy2026.05 | 89.8 | 78 | 74.7 | 51.2 | 50.8 | 68.9 | |
| SWADevaluation_protocol=single-run accuracy2026.05 | 88.1 | 79.1 | 70.6 | 50 | 46.5 | 66.9 | |
| PARSEevaluation_protocol=single-run accuracy2026.05 | 86.7 | 76.9 | 70.5 | 54.8 | 44.4 | 66.7 | |
| SagNetevaluation_protocol=single-run accuracy2026.05 | 86.3 | 77.8 | 68.1 | 48.6 | 40.3 | 64.2 | |
| CORALevaluation_protocol=single-run accuracy2026.05 | 86.2 | 78.8 | 68.7 | 47.7 | 41.5 | 64.6 | |
| MIROevaluation_protocol=single-run accuracy2026.05 | 85.4 | 79 | 70.5 | 50.4 | 44.3 | 65.9 | |
| MixUpevaluation_protocol=single-run accuracy2026.05 | 85.2 | 77.9 | 60.4 | 44 | 34 | 60.3 | |
| GVRTevaluation_protocol=single-run accuracy2026.05 | 85.1 | 79 | 70.1 | 48 | 44.1 | 65.3 | |
| GroupDROevaluation_protocol=single-run accuracy2026.05 | 84.4 | 76.7 | 66 | 43.2 | 33.3 | 60.7 | |
| DANNevaluation_protocol=single-run accuracy2026.05 | 83.6 | 78.6 | 65.9 | 46.7 | 38.3 | 62.6 | |
| CDANNevaluation_protocol=single-run accuracy2026.05 | 82.6 | 77.5 | 65.8 | 45.8 | 38.3 | 62 |