15 datasets
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Conformal Prediction | 15 datasets (average) | Coverage95.7 | 39 | |
| Model Selection | 15 datasets (average) | Identification Accuracy (8% Budget)83.5 | 12 | |
| Image Classification | 15 datasets Average (test) | Average Robust Accuracy45.39 | 12 | |
| Zero-shot Image Classification | 15 datasets Zero-shot (test) | Robust Accuracy (PGD-20, eps=1/255)44.34 | 5 |
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