PeMSD8

Dataset Information
Modalities
Time series
Languages
Chinese
Introduced
2019
License
Unknown
Homepage

Overview

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.

Variants: PeMSD8

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Traffic Prediction FasterSTS FasterSTS: A Faster Spatio-Temporal Synchronous … 2025-01-01
Traffic Prediction PM-DMNet(P) Pattern-Matching Dynamic Memory Network for … 2024-08-12
Traffic Prediction PM-DMNet(R) Pattern-Matching Dynamic Memory Network for … 2024-08-12
Traffic Prediction HTVGNN A novel hybrid time-varying graph … 2024-01-17
Traffic Prediction STD-MAE Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal … 2023-12-01
Traffic Prediction STG-NRDE Graph Neural Rough Differential Equations … 2023-03-20
Traffic Prediction PDFormer PDFormer: Propagation Delay-Aware Dynamic Long-Range … 2023-01-19
Traffic Prediction HAGCN HAGCN : Network Decentralization Attention … 2022-09-05
Traffic Prediction Hierarchical-Attention-LSTM (HierAttnLSTM) Network Level Spatial Temporal Traffic … 2022-01-15
Traffic Prediction STG-NCDE Graph Neural Controlled Differential Equations … 2021-12-07

Research Papers

Recent papers with results on this dataset: