| Paper | Code | AUROC | FPR@95 | Latency, ms | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Forte : Finding Outliers with Representation Typicality Estimation | ✓ Link | 98.34 ± 00.09 | 5.18 ± 00.51 | Forte | 2024-10-02 | |
| In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation | ✓ Link | 95.0 | 27.5 | ViT-B-384 Mahalanobis (pre-trained on IN-21k) | 2023-06-01 | |
| DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection | 94.3 | 39.0 | 1.56 | DisCoPatch | 2025-01-14 | |
| In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation | ✓ Link | 88.9 | 54.9 | EffNetv2-M Relative Mahalanobis | 2023-06-01 | |
| In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation | ✓ Link | 87.9 | 53.7 | EffNetb7 Relative Cosine Sim | 2023-06-01 |