SEMs
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Interventional Outcome Prediction | SEMs n=1024 fit samples (out-of-distribution) | MSE0.739 | 7 | |
| Observational Outcome Prediction | SEMs out-of-distribution n=1024 fit samples | MSE0.537 | 7 | |
| Interventional Outcome Prediction | SEMs in-distribution (n=1024 fit samples) | MSE0.551 | 7 | |
| Observational Outcome Prediction | SEMs in-distribution n=1024 (fit samples) | MSE0.43 | 7 | |
| Counterfactual Outcome Prediction | SEMs n=1024 fit samples (out-of-distribution) | MSE0.572 | 2 | |
| Counterfactual Outcome Prediction | in-distribution SEMs (n=1024 fit samples) | MSE0.215 | 2 |
Showing 6 of 6 rows