PeMSD8

Time seriesUnknownIntroduced 2019-01-20

This dataset contains the traffic data in San Bernardino from July to August in 2016, with 170 detectors on 8 roads with a time interval of 5 minutes. This dataset is popular as a benchmark traffic forecasting dataset.

Benchmarks

Traffic Prediction/12 steps MAE Traffic Prediction/12 steps MAPE Traffic Prediction/12 steps RMSE Traffic Prediction/MAE@1h

Related Benchmarks

PeMSD8 (10 days' training data, 15min)/Traffic Prediction/MAE PeMSD8 (10 days' training data, 15min)/Traffic Prediction/MAPE PeMSD8 (10 days' training data, 15min)/Traffic Prediction/RMSE PeMSD8 (10 days' training data, 30min)/Traffic Prediction/MAE PeMSD8 (10 days' training data, 30min)/Traffic Prediction/MAPE PeMSD8 (10 days' training data, 30min)/Traffic Prediction/RMSE PeMSD8 (10 days' training data, 60min)/Traffic Prediction/MAE PeMSD8 (10 days' training data, 60min)/Traffic Prediction/MAPE PeMSD8 (10 days' training data, 60min)/Traffic Prediction/RMSE