Out-of-distribution Detection on ISUN
4.07FPR@95RODD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RODDID dataset=CIFAR-102022.04 | 4.07 | 99.32 | — | |
| OEID dataset=CIFAR-102022.04 | 6.32 | 98.85 | — | |
| VOSID dataset=CIFAR-102022.04 | 7.56 | 98.71 | — | |
| FSID dataset=CIFAR-102022.04 | 17.41 | 96.61 | — | |
| MahalanobisID Dataset=CIFAR-1002022.04 | 26.1 | 94.58 | — | |
| ODINID dataset=CIFAR-102022.04 | 32.05 | 93.5 | — | |
| EnergyID dataset=CIFAR-102022.04 | 33.68 | 92.62 | — | |
| RODDID Dataset=CIFAR-1002022.04 | 39.79 | 88.4 | — | |
| MahalanobisID dataset=CIFAR-102022.04 | 44.18 | 92.66 | — | |
| Clipped HNNTraining Dataset=CIFAR10, Scoring Function=softmax2021.07 | 45.28 | 91.61 | 98.09 | |
| FSID Dataset=CIFAR-1002022.04 | 45.45 | 85.61 | — | |
| ENNTraining Dataset=CIFAR10, Scoring Function=softmax2021.07 | 46.3 | 91.5 | 98.16 | |
| MSPID dataset=CIFAR-102022.04 | 56.03 | 89.83 | — | |
| ODINID Dataset=CIFAR-1002022.04 | 68.51 | 82.69 | — | |
| OEID Dataset=CIFAR-1002022.04 | 72.39 | 78.61 | — | |
| VOSID Dataset=CIFAR-1002022.04 | 74.65 | 82.12 | — | |
| EnergyID Dataset=CIFAR-1002022.04 | 81.04 | 78.91 | — | |
| MSPID Dataset=CIFAR-1002022.04 | 82.42 | 75.38 | — |