OOD Detection on CIFAR10 Corrupted In-distribution (test)
98.2AUPRBM
Evaluation results
| Method | Links | |
|---|---|---|
| BMMetric=Mutual Information2024.02 | 98.2 | |
| EDLMetric=Differential Entropy2024.02 | 98 | |
| EDLMetric=Mutual Information2024.02 | 97.6 | |
| BMMetric=Differential Entropy2024.02 | 96.4 | |
| PostNetMetric=Differential Entropy2024.02 | 96.1 | |
| Bootstrap DistillMetric=Differential Entropy2024.02 | 96 | |
| Bootstrap DistillMetric=Mutual Information2024.02 | 95.2 | |
| Fisher-EDLMetric=Differential Entropy2024.02 | 94 | |
| END2Metric=Differential Entropy2024.02 | 93.8 | |
| PostNetMetric=Mutual Information2024.02 | 93.3 | |
| END2Metric=Mutual Information2024.02 | 91.7 | |
| Fisher-EDLMetric=Mutual Information2024.02 | 89 | |
| S2DMetric=Differential Entropy2024.02 | 87.5 | |
| S2DMetric=Mutual Information2024.02 | 83 | |
| RPriorNetMetric=Differential Entropy2024.02 | 75.4 | |
| RPriorNetMetric=Mutual Information2024.02 | 73.6 | |
| NatPNMetric=Differential Entropy2024.02 | 73.6 | |
| NatPNMetric=Mutual Information2024.02 | 44.9 |