Beijing Air Quality
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time-Series Forecasting | Beijing Air Quality | MAE0.421 | 15 | |
| Time Series Imputation | Beijing Air Quality 50% point-wise missing distribution (train) | MAE0.144 | 6 | |
| Out-of-Distribution Detection | Beijing Air Quality | AUROC (OOD)73 | 6 | |
| Uncertainty Calibration | Beijing Air Quality (test) | Calibration AUC0.307 | 5 | |
| Time Series Generation | Beijing Air Quality UCI multivariate (test) | Discriminative Score0.4992 | 4 | |
| Time Series Reconstruction | Beijing Air Quality multivariate UCI (test) | Discriminative Score0.4999 | 2 |
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