Out-of-Distribution Detection on LSUNr
4.49FPR@95RODD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RODDID dataset=CIFAR-102022.04 | 4.49 | 99.25 | |
| OEID dataset=CIFAR-102022.04 | 5.59 | 98.94 | |
| FSID dataset=CIFAR-102022.04 | 11.56 | 96.28 | |
| VOSID dataset=CIFAR-102022.04 | 14.62 | 97.18 | |
| MahalanobisID Dataset=CIFAR-1002022.04 | 21.23 | 96 | |
| ODINID dataset=CIFAR-102022.04 | 26.52 | 94.57 | |
| EnergyID dataset=CIFAR-102022.04 | 27.58 | 94.24 | |
| RODDID Dataset=CIFAR-1002022.04 | 36.61 | 89.73 | |
| FSID Dataset=CIFAR-1002022.04 | 40.52 | 87.21 | |
| MahalanobisID dataset=CIFAR-102022.04 | 42.62 | 93.23 | |
| MSPID dataset=CIFAR-102022.04 | 52.15 | 91.37 | |
| OEID Dataset=CIFAR-1002022.04 | 69.36 | 79.71 | |
| MSPID Dataset=CIFAR-1002022.04 | 69.82 | 79.77 | |
| VOSID Dataset=CIFAR-1002022.04 | 70.58 | 83.76 | |
| ODINID Dataset=CIFAR-1002022.04 | 71.96 | 81.82 | |
| EnergyID Dataset=CIFAR-1002022.04 | 79.47 | 79.23 |