Out-of-distribution detection on CIFAR100 (ID) vs LSUN-Crop (OOD) (test)
43.46FPR@95ENN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ENNScoring=Softmax scores, In-distribution dataset=CIFAR1002021.07 | 43.46 | 93.09 | 98.58 | |
| Clipped HNNsScore function=Energy score2021.07 | 43.8 | 93.04 | 98.56 | |
| Clipped HNNScoring=Softmax scores, In-distribution dataset=CIFAR1002021.07 | 51.08 | 87.21 | 96.83 | |
| Vanilla HNNScore function=Energy score2021.07 | 74.89 | 84.98 | 96.46 | |
| ENNScore function=Energy score2021.07 | 87.32 | 83.09 | 96.4 |