Out-of-Distribution Detection on ImageNet-1K vs ImageNet-O
Metric: FPR95 (higher is better)
Metric: FPR95 (higher is better)
| # | Model↕ | FPR95▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GEN | 97.3 | No | - | - | Code |
| 2 | ViM (ViT-B/16) | 36.75 | Yes | ViM: Out-Of-Distribution with Virtual-logit Matc... | 2022-03-21 | Code |
| 3 | NNGuide-ViM (ViT-B/16) | 33.1 | Yes | Nearest Neighbor Guidance for Out-of-Distributio... | 2023-09-26 | Code |