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ResearchFormerly WizWand

S-Curve

Benchmarks

TaskDatasetSOTA resultTrendResults

S-Curve (test)

98.3Accuracy

9

S-curve 100 points (test)

0.96R2 Score

6

S-curve 100 points (train)

0.99R2

6

Downstream Linear Separability

S-Curve 3 -> 2

97.65-Fold CV Accuracy

5

Manifold embedding

S-curve (mean)

0.854Correlation

5

Manifold embedding

S-curve (view 2)

0.933Correlation

5

Manifold embedding

S-curve (view 1)

0.848Correlation

5

Manifold Learning

S-curve

0.979Correlation (View 1)

3

Conformal Prediction

S-Curve

90Empirical Coverage

2

Conformal Prediction

S-Curve synthetic (test)

90Coverage

2