Domain Generalization on Waterbirds
90.5OOD AccuracySparse and Shared Feature Activations
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Sparse and Shared Feature ActivationsFramework=DomainBed2023.04 | 90.5 | 99.5 | 73 | 85 | 95.5 | |
| Sparse and Shared Feature ActivationsN-shot=102023.04 | 89.2 | — | — | — | — | |
| Sparse and Shared Feature ActivationsN-shot=12023.04 | 88.4 | — | — | — | — | |
| Sparse and Shared Feature ActivationsN-shot=52023.04 | 87.6 | — | — | — | — | |
| ERMN-shot=102023.04 | 84.2 | — | — | — | — | |
| ERMFramework=DomainBed2023.04 | 81.3 | 98.6 | 52.05 | 68.5 | 93 | |
| ERMN-shot=12023.04 | 79.8 | — | — | — | — | |
| ERMN-shot=52023.04 | 79.8 | — | — | — | — |