Out-of-domain Image Classification on Office-Home
85.1AccuracyZooD (F. Selection)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ZooD (F. Selection)Mode=fine-tune ensemble of top-K models with feature selection2022.10 | 85.1 | 62.5 | |
| ZooD (Ensemble)Mode=fine-tune ensemble of top-K models2022.10 | 85 | — | |
| ZooD (Single)Mode=fine-tune top-1 model2022.10 | 84.6 | — | |
| SWADProtocol=DomainBed settings2022.10 | 70.6 | — | |
| I-MixupProtocol=DomainBed settings2022.10 | 68.1 | — | |
| SagNetProtocol=DomainBed settings2022.10 | 68.1 | — | |
| MLDGProtocol=DomainBed settings2022.10 | 66.8 | — | |
| ERMProtocol=DomainBed settings2022.10 | 66.5 | — | |
| MMDProtocol=DomainBed settings2022.10 | 66.4 | — | |
| MTLProtocol=DomainBed settings2022.10 | 66.4 | — | |
| VRExProtocol=DomainBed settings2022.10 | 66.4 | — | |
| GroupDROProtocol=DomainBed settings2022.10 | 66 | — | |
| DANNProtocol=DomainBed settings2022.10 | 65.9 | — | |
| CDANNProtocol=DomainBed settings2022.10 | 65.7 | — | |
| RSCProtocol=DomainBed settings2022.10 | 65.5 | — | |
| ARMProtocol=DomainBed settings2022.10 | 64.8 | — | |
| IRMProtocol=DomainBed settings2022.10 | 64.3 | — | |
| MixStyleProtocol=DomainBed settings2022.10 | 60.4 | — |