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ResearchFormerly WizWand

Regression

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

0.007Epsilon

9

Feb 26, 2026

0.007Min Epsilon

9

Feb 26, 2026

0.05Min Epsilon

9

Feb 26, 2026

0.007MSE

9

Jun 16, 2026

Asteroid Prediction (test)

0.05MSE

9

Feb 27, 2026

Electron Collision Prediction (test)

0.001MSE

9

Feb 27, 2026

Airfoil Self-Noise (test)

1.08RMSE

9

Feb 26, 2026

Airfoil Self-Noise (train)

0.36RMSE

9

Feb 26, 2026

0.059RMSE

9

Feb 26, 2026

Synthetic two-feature data Sin n=1000

LightGBM, rel-s features

0.995Mean R^2

9

Feb 26, 2026

Synthetic two-feature data Sin, n=300

LightGBM, rel-s features

0.984R^2 (Mean)

9

Feb 26, 2026

Synthetic two-feature data Square, n=1000

LightGBM, rel-s features

0.997Mean R^2

9

Feb 26, 2026

Synthetic two-feature data Square, n=300

LightGBM, rel-s features

0.988R^2 Mean

9

Feb 26, 2026

Synthetic two-feature data Linear, n=1000

LightGBM, rel-s features

0.996Mean R^2

9

Feb 26, 2026

Synthetic two-feature data (Linear, n=300)

LightGBM, rel-s features

0.986Mean R^2

9

Feb 26, 2026

Batch Regression

0.929R-Squared

9

Feb 26, 2026

Batch Regression

0.579R-Squared

9

Feb 26, 2026

Batch Regression

0.936R-Squared

9

Feb 26, 2026

Batch Regression

0.743R-Squared

9

Feb 26, 2026

Batch Regression

0.93R-Squared

9

Feb 26, 2026

Batch Regression

0.983R-Squared

9

Feb 26, 2026

Batch Regression

0.976R-Squared

9

Feb 26, 2026

11.789MSE

9

Feb 26, 2026

0.52RMSE

9

Feb 26, 2026

27.845MAE

9

Feb 26, 2026