Textures
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Out-of-Distribution Detection | Textures | AUROC0.9943 | 168 | |
| Out-of-Distribution Detection | Textures (test) | AUROC0.9309 | 53 | |
| OOD detection | Textures (OOD) | AUROC97.6 | 47 | |
| OOD Detection | Textures (test) | FPR24.92 | 13 | |
| OOD Detection | Textures OOD (test) | AUROC95.78 | 12 | |
| Few-Shot Classification | Textures Meta-Dataset (test) | Mean Accuracy79.1 | 10 | |
| OOD Detection | Textures | AUROC96.87 | 8 | |
| Few-shot classification | Textures Meta-Dataset 1.0 (test) | Accuracy69.14 | 7 | |
| Material Retrieval | Textures (Unseen) | T1I54 | 6 | |
| Global Image Retrieval | Textures Meta-Dataset seen | Recall@189.8 | 5 | |
| Image Retrieval | Textures (test) | Recall@170.2 | 5 | |
| Out-of-Distribution Detection | Textures OOD | AUPR99.76 | 3 |
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