Out-of-distribution Detection on CIFAR100 (ID) vs LSUN-Resize (OOD) (test)
63.86FPR@95Clipped HNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Clipped HNNScoring=Softmax scores, In-distribution dataset=CIFAR1002021.07 | 63.86 | 82.36 | 95.16 | |
| Vanilla HNNScore function=Energy score2021.07 | 64.35 | 82.64 | 95.27 | |
| ENNScoring=Softmax scores, In-distribution dataset=CIFAR1002021.07 | 71.5 | 82.12 | 95.69 | |
| Clipped HNNsScore function=Energy score2021.07 | 71.86 | 81.86 | 95.6 | |
| ENNScore function=Energy score2021.07 | 81.81 | 72.96 | 91.64 |