OOD Detection on CIFAR-100 (ID) vs TImageNet (OOD) (test)
79.4AUPRBootstrap Distill
Evaluation results
| Method | Links | |
|---|---|---|
| Bootstrap DistillMetric=Differential Entropy2024.02 | 79.4 | |
| END2Metric=Differential Entropy2024.02 | 78.2 | |
| Bootstrap DistillMetric=Mutual Information2024.02 | 71.9 | |
| Fisher-EDLMetric=Differential Entropy2024.02 | 71 | |
| END2Metric=Mutual Information2024.02 | 70.5 | |
| Fisher-EDLMetric=Mutual Information2024.02 | 69.6 | |
| EDLMetric=Mutual Information2024.02 | 68.9 | |
| EDLMetric=Differential Entropy2024.02 | 68.6 | |
| S2DMetric=Mutual Information2024.02 | 68.6 | |
| BMMetric=Mutual Information2024.02 | 67.2 | |
| BMMetric=Differential Entropy2024.02 | 66.4 | |
| PostNetMetric=Differential Entropy2024.02 | 66.2 | |
| RPriorNetMetric=Differential Entropy2024.02 | 59.2 | |
| RPriorNetMetric=Mutual Information2024.02 | 58.7 | |
| PostNetMetric=Mutual Information2024.02 | 57.5 | |
| NatPNMetric=Differential Entropy2024.02 | 48.9 | |
| S2DMetric=Differential Entropy2024.02 | 45.8 | |
| NatPNMetric=Mutual Information2024.02 | 45.5 |