Linear
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Function Regression | Linear (test) | Predictive Log-likelihood1.178 | 12 | |
| Contextual Bandit Simulation | Linear | Final Cumulative Regret90.6 | 6 | |
| Instrumental Variable Estimation | linear (n=1000) | MSE0.057 | 4 | |
| Instrumental Variable Estimation | linear n=500 | MSE0.093 | 4 | |
| Instrumental Variable Estimation | linear n=200 | MSE0.082 | 4 | |
| Conditional Randomization Test | Linear dense | Power1 | 1 | |
| Conditional Randomization Test | Linear sparse | Statistical Power1 | 1 |
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