Describable Textures Dataset
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Recognition | Describable Textures Dataset (DTD) | Accuracy99.3 | 32 | |
| Fine-grained classification | Describable Textures Dataset (DTD) | Accuracy55.4 | 23 | |
| Fine-grained classification | Describable Textures Dataset (novel classes) | MCE0.55 | 15 | |
| Fine-grained Image Classification | Describable Textures Dataset (DTD) | Top-1 Accuracy (Clean)42.07 | 11 | |
| Image Classification | Describable Textures Dataset all-to-all | Accuracy49.4 | 7 | |
| Image Classification | Describable Textures Dataset 8-shot | Accuracy0.742 | 3 | |
| Image Classification | Describable Textures Dataset novel classes | Accuracy- | 0 |
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