📊 Showing 5 results | 📏 Metric: SD MAE
| Rank | Model | Paper | SD MAE | Date | Code |
|---|---|---|---|---|---|
| 1 | RPMixer | RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data | 25.07 | 2024-02-16 | - |
| 2 | GWNET | Graph WaveNet for Deep Spatial-Temporal Graph Modeling | 21.72 | 2019-05-31 | 📦 nnzhan/Graph-WaveNet 📦 sshleifer/Graph-WaveNet 📦 zachysun/taxi_traffic_benchmark |
| 3 | STGODE | Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting | 20.77 | 2021-06-24 | 📦 square-coder/STGODE |
| 4 | STID | Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting | 18.41 | 2022-08-10 | 📦 GestaltCogTeam/STID 📦 zezhishao/stid |
| 5 | PatchSTG | Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective | 17.35 | 2024-12-13 | 📦 lmissher/stgnn 📦 lmissher/stwave 📦 lmissher/patchstg |