OOD Detection on CIFAR100 Corrupted In-distribution (test)
71.6AUPRRPriorNet
Evaluation results
| Method | Links | |
|---|---|---|
| RPriorNetMetric=Mutual Information2024.02 | 71.6 | |
| RPriorNetMetric=Differential Entropy2024.02 | 68.5 | |
| END2Metric=Differential Entropy2024.02 | 63.5 | |
| PostNetMetric=Mutual Information2024.02 | 59.7 | |
| BMMetric=Mutual Information2024.02 | 59.3 | |
| END2Metric=Mutual Information2024.02 | 57.9 | |
| PostNetMetric=Differential Entropy2024.02 | 57.6 | |
| Bootstrap DistillMetric=Differential Entropy2024.02 | 55.8 | |
| BMMetric=Differential Entropy2024.02 | 53.7 | |
| Fisher-EDLMetric=Mutual Information2024.02 | 53 | |
| S2DMetric=Differential Entropy2024.02 | 52.5 | |
| NatPNMetric=Differential Entropy2024.02 | 52 | |
| NatPNMetric=Mutual Information2024.02 | 50.2 | |
| Fisher-EDLMetric=Differential Entropy2024.02 | 49.9 | |
| EDLMetric=Mutual Information2024.02 | 48.5 | |
| EDLMetric=Differential Entropy2024.02 | 47.8 | |
| Bootstrap DistillMetric=Mutual Information2024.02 | 46.6 | |
| S2DMetric=Mutual Information2024.02 | 38 |