Image Classification on RxRx1 OOD WILDS (test)
39.6Top-1 AccABRA
Evaluation results
| Method | Links | |
|---|---|---|
| ABRAModel=ResNet-50, TTA=False2026.03 | 39.6 | |
| IID Representation LearningModel=ResNet-50, TTA=False2026.03 | 39.2 | |
| ERM (CutMix)Model=ResNet-50, TTA=False2026.03 | 38.4 | |
| LISAModel=ResNet-50, TTA=False2026.03 | 31.9 | |
| ARM-BNModel=ResNet-50, TTA=False2026.03 | 31.2 | |
| ERM (Grid Search)Model=ResNet-50, TTA=False2026.03 | 29.9 | |
| BaselineBackbone=ResNet502021.04 | 29.7 | |
| BN adaptBackbone=ResNet502021.04 | 29.4 | |
| ENTBackbone=ResNet502021.04 | 29.4 | |
| RPLBackbone=ResNet502021.04 | 29.4 | |
| IRMX (PAIR Opt)Model=ResNet-50, TTA=False2026.03 | 28.8 | |
| IRMXModel=ResNet-50, TTA=False2026.03 | 28.7 | |
| CORALModel=ResNet-50, TTA=False2026.03 | 28.4 | |
| Group DROModel=ResNet-50, TTA=False2026.03 | 22.5 | |
| Test-time BN AdaptationModel=ResNet-50, TTA=False2026.03 | 20.1 | |
| IRMModel=ResNet-50, TTA=False2026.03 | 8.2 |