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Synthetic Linear Regression

Benchmarks

Task NameDataset NameSOTA ResultTrend
Linear RegressionSynthetic Linear Regression (n=50, d=50, K=40, ε=0.2) (train/test)
Average Local Error0.211
204
Linear RegressionSynthetic Linear Regression
MSE1
192
Linear RegressionSynthetic Linear Regression Rotation theta = 9/20*pi
MSE1.29
12
Linear RegressionSynthetic Linear Regression Rotation theta = 1/3*pi
MSE1.12
12
Linear RegressionSynthetic Linear Regression Rotation theta = pi/6
MSE1.3
12
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