📊 Showing 5 results | 📏 Metric: AUROC
| Rank | Model | Paper | AUROC | Date | Code |
|---|---|---|---|---|---|
| 1 | ViT-B-384 Mahalanobis (pre-trained on IN-21k) 📚 | In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation | 95.00 | 2023-06-01 | 📦 j-cb/ninco 📦 robertsi20/Conceptualizing-Uncertainty |
| 2 | DisCoPatch | DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection | 94.30 | 2025-01-14 | - |
| 3 | EffNetv2-M Relative Mahalanobis | In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation | 88.90 | 2023-06-01 | 📦 j-cb/ninco 📦 robertsi20/Conceptualizing-Uncertainty |
| 4 | EffNetb7 Relative Cosine Sim | In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation | 87.90 | 2023-06-01 | 📦 j-cb/ninco 📦 robertsi20/Conceptualizing-Uncertainty |
| 5 | Forte | Forte : Finding Outliers with Representation Typicality Estimation | 0.00 | 2024-10-02 | 📦 DebarghaG/forte |