Out-of-domain Image Classification on TerraIncognita
50AccuracySWAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SWADProtocol=DomainBed settings2022.10 | 50 | — | |
| SagNetProtocol=DomainBed settings2022.10 | 48.6 | — | |
| I-MixupProtocol=DomainBed settings2022.10 | 47.9 | — | |
| MLDGProtocol=DomainBed settings2022.10 | 47.8 | — | |
| IRMProtocol=DomainBed settings2022.10 | 47.6 | — | |
| DANNProtocol=DomainBed settings2022.10 | 46.7 | — | |
| RSCProtocol=DomainBed settings2022.10 | 46.6 | — | |
| VRExProtocol=DomainBed settings2022.10 | 46.4 | — | |
| ERMProtocol=DomainBed settings2022.10 | 46.1 | — | |
| CDANNProtocol=DomainBed settings2022.10 | 45.8 | — | |
| MTLProtocol=DomainBed settings2022.10 | 45.6 | — | |
| ARMProtocol=DomainBed settings2022.10 | 45.5 | — | |
| MixStyleProtocol=DomainBed settings2022.10 | 44 | — | |
| GroupDROProtocol=DomainBed settings2022.10 | 43.2 | — | |
| ZooD (F. Selection)Mode=fine-tune ensemble of top-K models with feature selection2022.10 | 42.3 | 76.8 | |
| MMDProtocol=DomainBed settings2022.10 | 42.2 | — | |
| ZooD (Ensemble)Mode=fine-tune ensemble of top-K models2022.10 | 38.2 | — | |
| ZooD (Single)Mode=fine-tune top-1 model2022.10 | 37.3 | — |