Out-of-distribution classification on Camelyon17 WILDS OOD (test)
94.6AccuracyContriMix
Evaluation results
| Method | Links | |
|---|---|---|
| ContriMixBackbone=DenseNet-121, Number of seeds=102026.03 | 94.6 | |
| ERM + target augmentationBackbone=DenseNet-121, Number of seeds=102026.03 | 92.1 | |
| PSTBackbone=DenseNet-121, Number of seeds=102026.03 | 90.9 | |
| LISABackbone=DenseNet-121, Number of seeds=102026.03 | 77.1 | |
| LISADL=O2024.12 | 77.1 | |
| Ensemble + HyREDL=X2024.12 | 75.2 | |
| FishBackbone=DenseNet-121, Number of seeds=102026.03 | 74.7 | |
| FishDL=O2024.12 | 74.7 | |
| PAIRBackbone=DenseNet-121, Number of seeds=102026.03 | 74 | |
| EvadingDL=X2024.12 | 73.6 | |
| EnsembleDL=X2024.12 | 71.5 | |
| ERMBackbone=DenseNet-121, Number of seeds=102026.03 | 70.8 | |
| ERMDL=X2024.12 | 70.3 | |
| Group DRODL=O2024.12 | 68.4 | |
| IRMDL=O2024.12 | 64.2 | |
| CORALDL=O2024.12 | 59.5 |