Out-of-Distribution Detection on TINc
10.29FPR@95RODD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RODDID dataset=CIFAR-102022.04 | 10.29 | 98.1 | |
| VOSID dataset=CIFAR-102022.04 | 11.76 | 97.58 | |
| FSID Dataset=CIFAR-1002022.04 | 11.76 | 97.58 | |
| FSID dataset=CIFAR-102022.04 | 12.45 | 97.83 | |
| OEID dataset=CIFAR-102022.04 | 13.45 | 96.44 | |
| EnergyID dataset=CIFAR-102022.04 | 35.69 | 89.05 | |
| ODINID dataset=CIFAR-102022.04 | 36.75 | 89.2 | |
| MahalanobisID dataset=CIFAR-102022.04 | 42.75 | 88.85 | |
| MahalanobisID Dataset=CIFAR-1002022.04 | 43.45 | 86.65 | |
| RODDID Dataset=CIFAR-1002022.04 | 44.42 | 85.95 | |
| ODINID Dataset=CIFAR-1002022.04 | 45.55 | 87.77 | |
| OEID Dataset=CIFAR-1002022.04 | 46.75 | 85.45 | |
| VOSID Dataset=CIFAR-1002022.04 | 47.16 | 90.98 | |
| MSPID dataset=CIFAR-102022.04 | 53.15 | 87.33 | |
| EnergyID Dataset=CIFAR-1002022.04 | 68.85 | 78.85 | |
| MSPID Dataset=CIFAR-1002022.04 | 79.95 | 72.36 |