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ResearchFormerly WizWand

Linear

Benchmarks

TaskDatasetSOTA resultTrendResults

Function Regression

Linear (test)

1.178Predictive Log-likelihood

12

Contextual Bandit Simulation

Linear

90.6Final Cumulative Regret

6

Treatment Effect Estimation

Linear

95.4AUC

5

Instrumental Variable Estimation

linear (n=1000)

0.057MSE

4

Instrumental Variable Estimation

linear n=500

0.093MSE

4

Instrumental Variable Estimation

linear n=200

0.082MSE

4

Conditional Randomization Test

Linear dense

1Power

1

Conditional Randomization Test

Linear sparse

1Statistical Power

1