Domain Generalization on DomainBed (test) (VLCS, PACS, OfficeHome, TerraIncognita, DomainNet)
77Accuracy (VLCS)GroupDRO
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GroupDROAlgorithm=GroupDRO2024.07 | 77 | 84.8 | 65.1 | 51.3 | 30.9 | 61.9 | |
| WRIAlgorithm=WRI2024.07 | 77 | 85.2 | 64.5 | 52.7 | 32.8 | 62.5 | |
| WRIData type=feature data2024.07 | 77 | 85.2 | 64.5 | 52.7 | 32.8 | 62.5 | |
| IRMAlgorithm=IRM2024.07 | 76.7 | 84.7 | 63.8 | 52.8 | 22.7 | 60.1 | |
| VRExAlgorithm=VREx2024.07 | 76.7 | 84.8 | 64.6 | 52.2 | 26.6 | 61 | |
| IRMData type=feature data2024.07 | 76.7 | 84.7 | 63.8 | 52.8 | 22.7 | 60.1 | |
| VRExData type=feature data2024.07 | 76.7 | 84.8 | 64.6 | 52.2 | 26.6 | 61 | |
| MixupAlgorithm=Mixup2024.07 | 76.6 | 85 | 66.1 | 52.3 | 33.1 | 62.6 | |
| ERMAlgorithm=ERM2024.07 | 76.5 | 84.7 | 64.5 | 51.2 | 33.5 | 62 | |
| CORALAlgorithm=CORAL2024.07 | 76.5 | 85.1 | 65 | 51.8 | 33.5 | 62.5 | |
| ERMData type=feature data2024.07 | 76.5 | 84.7 | 64.5 | 51.2 | 33.5 | 62 | |
| MLDGAlgorithm=MLDG2024.07 | 75.8 | 82.3 | 64.8 | 48.3 | 33 | 60.8 |