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ResearchFormerly WizWand

CASP

Benchmarks

TaskDatasetSOTA resultTrendResults

Conformal Prediction

casp

80Volume

23

RNA inverse folding

CASP15 (test)

58.88Sequence Recovery

13

Protein Property Regression

CASP

100AUC

12

Conditional Coverage for Partially Revealed Outputs

CASP

5.03ERT

11

Secondary Structure Prediction

CASP12

70Q8

10

CASP

0.004Smallest Epsilon

9

Multi-output Conformal Prediction

CASP

3.4ERT (%)

8

Membership Inference Attack

CASP

0.72AUC-ROC

8

Linear Regression

CASP (test)

33.26Test MSE

8

Secondary Structure Prediction

CASP 12

63.38F1 Score

6

Multivariate Regression Uncertainty Quantification

CASP

99.2Coverage

4

Multivariate Regression

CASP

90.1Coverage

4

Multivariate Uncertainty Quantification

CASP

3.79Normalized Volume

4

Multivariate Regression

CASP

1.52Normalized Volume

4

Model Fingerprinting

CASP

90.2AUC

2