PeMSD7
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Traffic Forecasting | PeMSD7 (test) | MAE2.1 | 95 | |
| Traffic flow forecasting | PeMSD7 M | MAE2.66 | 70 | |
| Traffic flow forecasting | PeMSD7 (L) | RMSE5.76 | 60 | |
| Traffic Speed Prediction | PEMSD7 L | RMSE5.79 | 19 | |
| Traffic Speed Prediction | PEMSD7 M | RMSE5.33 | 19 | |
| Traffic speed forecasting | PeMSD7 Medium-scale (test) | MAE2.23 | 19 | |
| Traffic Speed Forecasting | PeMSD7 Large (test) | MAE2.27 | 19 | |
| Traffic Forecasting | PEMSD7 L (test) | MAE2.79 | 12 | |
| Traffic Speed Forecasting | PeMSD7 Medium (test) | MAE (15 min)2.25 | 8 | |
| Traffic Prediction | PeMSD7-M 15 min horizon (test) | MAE2.44 | 3 | |
| Traffic Prediction | PeMSD7-M 60 min horizon (test) | MAE4.59 | 2 | |
| Traffic Prediction | PeMSD7-M 30 min horizon (test) | MAE3.37 | 2 |
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