OOD Detection on CIFAR10 (ID) vs CIFAR100 (OOD)
92.5AUROCCreDRO
Evaluation results
| Method | Links | |
|---|---|---|
| CreDRO2026.02 | 92.5 | |
| EN-DRO2026.02 | 91.6 | |
| CreWra2026.02 | 91.6 | |
| CreRLparameter=1.02026.02 | 91.6 | |
| CreEnsparameter=0.02026.02 | 91.4 | |
| CreDE2026.02 | 91.2 | |
| DE2026.02 | 90.6 | |
| CreBNN2026.02 | 88 | |
| MoDEXsetting=standard, uncertainty_estimate=epistemic2026.05 | 87.45 | |
| Re-EDLsetting=standard, uncertainty_estimate=epistemic2026.05 | 86.67 | |
| F-EDLsetting=standard, uncertainty_estimate=epistemic2026.05 | 86.37 | |
| DAEDLsetting=standard, uncertainty_estimate=epistemic2026.05 | 86.04 | |
| R-EDLsetting=standard, uncertainty_estimate=epistemic2026.05 | 85.26 | |
| I-EDLsetting=standard, uncertainty_estimate=epistemic2026.05 | 82.15 | |
| EDLsetting=standard, uncertainty_estimate=epistemic2026.05 | 80.63 |