Caltrans Performance Measurement System (PeMS)
Emerging3papers using it
2020first seen
The Caltrans Performance Measurement System (PeMS) is a dataset that contains real-world traffic data used to evaluate the performance of various models in forecasting traffic speed and flow.
Papers using Caltrans Performance Measurement System (PeMS) (3)
- Network Level Spatial Temporal Traffic State Forecasting with
Hierarchical-Attention-LSTM (HierAttnLSTM)How does the Performance of the Data-driven Traffic Flow Forecasting Models deteriorate with Increasing Forecasting Horizon? An Extensive Approach Considering Statistical, Machine Learning and Deep Learning ModelsShort-Term Traffic Flow Prediction Using Variational LSTM Networks