Anomaly Detection on CIFAR-10 (test) vs OOD Suite (DTD, SVHN, Places-365, TinyImageNet, CIFAR-100)
0.7AUROC (DTD)BigGAN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BigGAN2021.02 | 0.7 | 0.75 | 0.35 | 0.4 | 0.63 | 0.57 | |
| BigGAN + Jigsaw NDAAugmentation=Jigsaw NDA2021.02 | 0.69 | 0.61 | 0.58 | 0.62 | 0.64 | 0.63 | |
| EBM2021.02 | 0.48 | 0.63 | 0.68 | 0.67 | 0.5 | 0.59 |