PeMS04 is a traffic forecasting benchmark.
Variants: PeMS04, PEMS-BAY, TaxiBJ-P1
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Traffic Prediction | DTRformer | Dynamic Trend Fusion Module for … | 2025-01-18 |
| Traffic Prediction | FasterSTS | FasterSTS: A Faster Spatio-Temporal Synchronous … | 2025-01-01 |
| Traffic Prediction | Cy2Mixer | Enhancing Topological Dependencies in Spatio-Temporal … | 2024-01-29 |
| 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 | STAEformer | STAEformer: Spatio-Temporal Adaptive Embedding Makes … | 2023-08-21 |
| Traffic Prediction | LightCTS | LightCTS: A Lightweight Framework for … | 2023-02-23 |
| Traffic Prediction | PDFormer | PDFormer: Propagation Delay-Aware Dynamic Long-Range … | 2023-01-19 |
| Traffic Prediction | AGCRN | Adaptive Graph Convolutional Recurrent Network … | 2020-07-06 |
Recent papers with results on this dataset: