BUTTERFLY
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| OOD Detection | Butterfly Fine-grained OOD | TNR@95%TPR41.5 | 14 | |
| OOD Detection | Butterfly Coarse-grained OOD | TNR9598.4 | 14 | |
| Out-of-distribution Discovery | Butterfly 200 | Discovery Rate18.9 | 11 | |
| Ultrasound Image Classification | BUTTERFLY (test) | Macro F192.4 | 10 | |
| ID Classification | Butterfly | Accuracy90.1 | 9 | |
| OOD Detection | Butterfly-200 | OOD Detection Rate6.8 | 8 | |
| Clustering | BUTTERFLY | Accuracy71 | 5 | |
| Image Classification | Butterfly 200 (test) | Accuracy80.35 | 4 |
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