AirQuality
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Causal Discovery | AirQuality real-world | F1 Score45 | 10 | |
| Feature Selection | AIRQUALITY | Fidelity100.21 | 10 | |
| Imputation | AirQuality | MSE0.21 | 8 | |
| Time Series Imputation | AirQuality MNAR averaged across missing ratios (test) | MSE0.21 | 8 | |
| Regression | AirQuality real-world (Out-of-support) | MSE0.1381 | 4 | |
| Regression | AirQuality real-world (In-distribution) | MSE0.3175 | 4 | |
| Imputation | AirQuality MCAR 10/50/90% avg (test) | Metric- | 0 |
Showing 7 of 7 rows