Domain Generalization on TerraInc DomainBed
36.3L100 ErrorSagNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SagNetHyper-parameter settings=default in DomainBed [27]2024.10 | 36.3 | 40.3 | 52.5 | 33.3 | 40.6 | |
| CDANNHyper-parameter settings=default in DomainBed [27]2024.10 | 36.9 | 32.7 | 51.1 | 33.5 | 38.6 | |
| MLDGHyper-parameter settings=default in DomainBed [27]2024.10 | 39.6 | 33.2 | 52.4 | 35.1 | 40.1 | |
| ARMHyper-parameter settings=default in DomainBed [27]2024.10 | 41.5 | 27.7 | 50.9 | 29.6 | 37.4 | |
| IRMHyper-parameter settings=default in DomainBed [27]2024.10 | 41.8 | 29 | 49.6 | 33.1 | 38.4 | |
| ERMHyper-parameter settings=default in DomainBed [27]2024.10 | 42.1 | 30.1 | 48.9 | 34 | 38.8 | |
| RSCHyper-parameter settings=default in DomainBed [27]2024.10 | 42.8 | 32.2 | 49.6 | 32.9 | 39.4 | |
| CADHyper-parameter settings=default in DomainBed [27]2024.10 | 43.1 | 31.1 | 53.1 | 34.7 | 40.5 | |
| DANNHyper-parameter settings=default in DomainBed [27]2024.10 | 44.3 | 28 | 47.9 | 31.3 | 37.9 | |
| CondCADHyper-parameter settings=default in DomainBed [27]2024.10 | 44.4 | 32.9 | 50.5 | 30.8 | 39.7 | |
| MTLHyper-parameter settings=default in DomainBed [27]2024.10 | 45.2 | 31 | 50.6 | 34.9 | 40.4 | |
| GroupGROHyper-parameter settings=default in DomainBed [27]2024.10 | 45.3 | 36.1 | 51 | 33.7 | 41.5 | |
| SDHyper-parameter settings=default in DomainBed [27]2024.10 | 45.5 | 33.2 | 52.9 | 36.4 | 42 | |
| SelfRegHyper-parameter settings=default in DomainBed [27]2024.10 | 46.1 | 34.5 | 49.8 | 34.7 | 41.3 | |
| FishHyper-parameter settings=default in DomainBed [27]2024.10 | 46.3 | 29 | 52.7 | 32.8 | 40.2 | |
| CORALHyper-parameter settings=default in DomainBed [27]2024.10 | 46.7 | 36.9 | 49.5 | 32.5 | 41.4 | |
| ERM+Hyper-parameter settings=default in DomainBed [27]2024.10 | 46.7 | 37.1 | 53.2 | 34.8 | 42.9 | |
| Meta-DMoEHyper-parameter settings=default in DomainBed [27]2024.10 | 47.1 | 29.2 | 47.8 | 35.8 | 40 | |
| VRExHyper-parameter settings=default in DomainBed [27]2024.10 | 48 | 41.1 | 51.8 | 32 | 43.2 | |
| MMDHyper-parameter settings=default in DomainBed [27]2024.10 | 49.1 | 36.4 | 50.4 | 32.3 | 42 | |
| MixupHyper-parameter settings=default in DomainBed [27]2024.10 | 49.4 | 35.9 | 53 | 30 | 42.1 | |
| FishrHyper-parameter settings=default in DomainBed [27]2024.10 | 49.9 | 36.6 | 49.8 | 34.2 | 42.6 | |
| MixStyleHyper-parameter settings=default in DomainBed [27]2024.10 | 50.6 | 28 | 52.1 | 33 | 40.9 | |
| ITTAHyper-parameter settings=default in DomainBed [27]2024.10 | 51.7 | 37.6 | 49.9 | 33.6 | 43.2 | |
| LFMEHyper-parameter settings=default in DomainBed [27]2024.10 | 53.4 | 40.7 | 54.9 | 36.4 | 46.3 |