AutoMPG
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Causal discovery | AutoMPG | Structural Hamming Distance1 | 12 | |
| Imputation | AutoMPG MNAR (50% missingness) | NRMSE0.139 | 8 | |
| Imputation | AutoMPG MNAR (30% missingness) | NRMSE0.098 | 8 | |
| Imputation | AutoMPG MNAR 10% missingness | NRMSE0.064 | 8 | |
| Imputation | AutoMPG MAR 30% missingness | NRMSE0.098 | 7 | |
| Imputation | AutoMPG MCAR 30% missingness | NRMSE0.082 | 7 | |
| Monotone Regression | AutoMPG (full data) | MSE7.13 | 4 | |
| Regression | AutoMPG | MSE7.13 | 3 | |
| Data Imputation | AutoMPG | NRMSE0.098 | 2 |
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