AQI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Forecasting | AQI | MAE11.81 | 14 | |
| Spatiotemporal Graph Imputation | AQI Simulated failures (test) | MAE13.92 | 12 | |
| Forecasting | AQI | MAE20.89 | 9 | |
| Time Series Imputation | AQI (in-sample) | MAE13.1 | 9 | |
| Time Series Imputation | AQI-36 (in-sample) | MAE10.51 | 9 | |
| Spatio-temporal forecasting | AQI-19 (2-day) | MAE10.04 | 8 | |
| Spatio-temporal forecasting | AQI 19 (1-day) | MAE9.33 | 8 | |
| Time Series Imputation | AQI (out-of-sample) | MAE14.73 | 8 | |
| Imputation | AQI | MAE21.51 | 6 | |
| Spatiotemporal Imputation | AQI Simulated failures | MAE13.573 | 4 | |
| Spatiotemporal Kriging | AQI | MAE16.72 | 4 | |
| Spatio-temporal forecasting | AQI-22 3-day | MAE- | 0 | |
| Spatio-temporal forecasting | AQI-22 (2-day) | MAE- | 0 | |
| Spatio-temporal forecasting | AQI-22 (1-day) | MAE- | 0 | |
| Spatio-temporal forecasting | AQI-19 (3-day) | MAE- | 0 |
Showing 15 of 15 rows