OOD Detection on CIFAR100 ID Corrupted OOD
73.4AUROCEND2
Evaluation results
| Method | Links | |
|---|---|---|
| END2Uncertainty Measure=Differential Entropy (Dent)2024.02 | 73.4 | |
| RPriorNetUncertainty Measure=Mutual Information (MI)2024.02 | 72.9 | |
| RPriorNetUncertainty Measure=Differential Entropy (Dent)2024.02 | 68.9 | |
| END2Uncertainty Measure=Mutual Information (MI)2024.02 | 68.4 | |
| Bootstrap DistillUncertainty Measure=Differential Entropy (Dent)2024.02 | 68.1 | |
| BMUncertainty Measure=Mutual Information (MI)2024.02 | 64.8 | |
| BMUncertainty Measure=Differential Entropy (Dent)2024.02 | 58.6 | |
| PostNetUncertainty Measure=Mutual Information (MI)2024.02 | 57.9 | |
| NatPNUncertainty Measure=Differential Entropy (Dent)2024.02 | 57 | |
| PostNetUncertainty Measure=Differential Entropy (Dent)2024.02 | 55.5 | |
| Fisher-EDLUncertainty Measure=Mutual Information (MI)2024.02 | 54.8 | |
| Fisher-EDLUncertainty Measure=Differential Entropy (Dent)2024.02 | 53.6 | |
| Bootstrap DistillUncertainty Measure=Mutual Information (MI)2024.02 | 53.4 | |
| NatPNUncertainty Measure=Mutual Information (MI)2024.02 | 53.2 | |
| EDLUncertainty Measure=Mutual Information (MI)2024.02 | 50.5 | |
| S2DUncertainty Measure=Differential Entropy (Dent)2024.02 | 50.3 | |
| EDLUncertainty Measure=Differential Entropy (Dent)2024.02 | 49.9 | |
| S2DUncertainty Measure=Mutual Information (MI)2024.02 | 31.6 |