Out-of-Distribution Detection on TINr
6.3FPR@95RODD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RODDID dataset=CIFAR-102022.04 | 6.3 | 99 | |
| FSID dataset=CIFAR-102022.04 | 9.65 | 97.95 | |
| OEID dataset=CIFAR-102022.04 | 15.67 | 96.78 | |
| VOSID dataset=CIFAR-102022.04 | 28.08 | 94.26 | |
| RODDID Dataset=CIFAR-1002022.04 | 42.56 | 87.67 | |
| FSID Dataset=CIFAR-1002022.04 | 44.08 | 86.26 | |
| MahalanobisID Dataset=CIFAR-1002022.04 | 44.45 | 85.68 | |
| ODINID dataset=CIFAR-102022.04 | 49.15 | 81.64 | |
| EnergyID dataset=CIFAR-102022.04 | 50.45 | 81.33 | |
| MahalanobisID dataset=CIFAR-102022.04 | 52.25 | 80.33 | |
| MSPID dataset=CIFAR-102022.04 | 54.24 | 79.35 | |
| ODINID Dataset=CIFAR-1002022.04 | 57.34 | 80.88 | |
| VOSID Dataset=CIFAR-1002022.04 | 73.78 | 81.58 | |
| EnergyID Dataset=CIFAR-1002022.04 | 77.65 | 74.56 | |
| OEID Dataset=CIFAR-1002022.04 | 78.76 | 75.89 | |
| MSPID Dataset=CIFAR-1002022.04 | 79.87 | 73.56 |