OOD detection on CIFAR10 (ID) vs ImageNet (OOD)
91.1AUROCCreDRO
Evaluation results
| Method | Links | |
|---|---|---|
| CreDROEnsemble Number M=202026.02 | 91.1 | |
| CreDRO2026.02 | 91.1 | |
| CreDROEnsemble Number M=152026.02 | 90.9 | |
| CreDROEnsemble Number M=102026.02 | 90.5 | |
| CreRL1.0Ensemble Number M=152026.02 | 90.1 | |
| EN-DROEnsemble Number M=202026.02 | 90 | |
| EN-DRO2026.02 | 90 | |
| CreWraEnsemble Number M=152026.02 | 89.9 | |
| CreDROEnsemble Number M=52026.02 | 89.8 | |
| CreRL1.0Ensemble Number M=102026.02 | 89.8 | |
| EN-DROEnsemble Number M=152026.02 | 89.8 | |
| CreEns0.0Ensemble Number M=152026.02 | 89.7 | |
| CreWraEnsemble Number M=102026.02 | 89.5 | |
| EN-DROEnsemble Number M=102026.02 | 89.4 | |
| CreDEEnsemble Number M=152026.02 | 89.4 | |
| CreEns0.0Ensemble Number M=102026.02 | 89.3 | |
| CreDEEnsemble Number M=102026.02 | 89.3 | |
| CreWraEnsemble Number M=202026.02 | 89 | |
| CreWra2026.02 | 89 | |
| EN-DROEnsemble Number M=52026.02 | 88.9 | |
| DEEnsemble Number M=202026.02 | 88.9 | |
| CreRL1.0Ensemble Number M=202026.02 | 88.9 | |
| DE2026.02 | 88.9 | |
| CreRLparameter=1.02026.02 | 88.9 | |
| CreWraEnsemble Number M=52026.02 | 88.8 | |
| CreEns0.0Ensemble Number M=202026.02 | 88.8 | |
| CreEnsparameter=0.02026.02 | 88.8 | |
| CreRL1.0Ensemble Number M=52026.02 | 88.7 | |
| DEEnsemble Number M=152026.02 | 88.7 | |
| CreEns0.0Ensemble Number M=52026.02 | 88.5 | |
| DEEnsemble Number M=102026.02 | 88.4 | |
| CreDEEnsemble Number M=202026.02 | 88.4 | |
| CreDE2026.02 | 88.4 | |
| CreDEEnsemble Number M=52026.02 | 88.2 | |
| DEEnsemble Number M=52026.02 | 87.7 | |
| CreBNN2026.02 | 85.9 |