OOD Detection on CIFAR-100 (ID) vs CIFAR-10 (OOD) (test)
96.23AUROCViT
Evaluation results
| Method | Links | |
|---|---|---|
| ViTpre-training=ImageNet21k2020.12 | 96.23 | |
| ERD++2020.12 | 0.94 | |
| ERD2020.12 | 0.91 | |
| Method [55]2020.12 | 0.85 | |
| Method [51]2020.12 | 0.78 | |
| Method [50]2020.12 | 0.78 | |
| Method [46]uses oracle OOD samples=true2020.12 | 0.78 |