PeMS07
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Forecasting | PEMS07 | MSE0.06 | 168 | |
| Short-term forecasting | PEMS07 | MAE0.158 | 62 | |
| Multivariate time series prediction | PEMS07 | MSE0.055 | 52 | |
| Traffic Data Completion | PEMS07 | RMSE10.9685 | 30 | |
| Spatio-temporal forecasting | PeMS07 60 min 12-step | CRPSsum0.0891 | 17 | |
| Spatio-temporal forecasting | PeMS07 30 min 6-step | CRPSsum0.0878 | 16 | |
| Traffic Flow Forecasting | PeMS07 60min horizon | MAE26.88 | 14 | |
| Traffic Flow Forecasting | PeMS07 30min horizon | MAE22.96 | 14 | |
| Traffic Flow Forecasting | PeMS07 15min horizon | MAE20.91 | 14 | |
| Short-term traffic forecasting | PeMS07 short-term traffic (test) | MSE0.105 | 12 | |
| Time Series Forecasting | PEMS07 | Parameters0.02 | 12 | |
| Spatial Interpolation | PEMS07 (test) | MAE72.268 | 12 | |
| Traffic flow forecasting | PeMS07 Jan 2017 - Aug 2017 (6:2:2) | MAE19.627 | 12 | |
| Multivariate Forecasting | PEMS07 prediction length 96 (test) | MSE0.139 | 11 | |
| Multivariate Forecasting | PEMS07 prediction length 24 (test) | MSE0.088 | 11 | |
| Multivariate time series forecasting | PEMS07 (7:1:2) | MSE0.075 | 10 |
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