CASP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Conformal Prediction | casp | Volume80 | 23 | |
| RNA inverse folding | CASP15 (test) | Sequence Recovery58.88 | 13 | |
| Protein Property Regression | CASP | AUC100 | 12 | |
| Conditional Coverage for Partially Revealed Outputs | CASP | ERT5.03 | 11 | |
| Secondary Structure Prediction | CASP12 | Q870 | 10 | |
| Regression | CASP | Smallest Epsilon0.0039 | 9 | |
| Multi-output Conformal Prediction | CASP | ERT (%)3.4 | 8 | |
| Membership Inference Attack | CASP | AUC-ROC0.72 | 8 | |
| Linear Regression | CASP (test) | Test MSE33.26 | 8 | |
| Secondary Structure Prediction | CASP 12 | F1 Score63.38 | 6 | |
| Multivariate Regression Uncertainty Quantification | CASP | Coverage99.2 | 4 | |
| Multivariate Regression | CASP | Coverage90.1 | 4 | |
| Multivariate Uncertainty Quantification | CASP | Normalized Volume3.79 | 4 | |
| Multivariate Regression | CASP | Normalized Volume1.52 | 4 | |
| Model Fingerprinting | CASP | AUC90.2 | 2 |
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