Out-of-Distribution Detection on CIFAR-100 (test) (Metrics vs CIFAR10, SVHN, LSUN_CR, Smooth)
80.1FPR (CIFAR-10 OOD)Plain
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Plain2021.06 | 80.1 | 77.38 | 100 | 100 | 77.3 | 100 | 100 | 79 | 100 | 100 | 70 | 100 | 100 | |
| ATOM2021.06 | 81.3 | 68.32 | 100 | 99.6 | 51 | 100 | 97.4 | 26.3 | 100 | 94.7 | 10 | 100 | 86 | |
| OE2021.06 | 81.8 | 77.25 | 100 | 100 | 37.7 | 100 | 100 | 0 | 100 | 99.7 | 0 | 100 | 100 | |
| ProoDbias shift delta=52021.06 | 82.2 | 77.16 | 100 | 100 | 37.6 | 100 | 100 | 0 | 100 | 99.3 | 3.4 | 100 | 100 | |
| ACET2021.06 | 87.9 | 73.02 | 100 | 100 | 8.2 | 100 | 100 | 87 | 100 | 100 | 0 | 100 | 98.2 | |
| ProoD-Disc2021.06 | 95.9 | — | 97.5 | 97.5 | 91.3 | 92.8 | 92.7 | 91.7 | 95.3 | 95 | 100 | 100 | 100 |