D2STGNN

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Time Series4 results

Traffic PredictiononPEMS-BAY
MAE @ 12 step· 2022-06-18
1.85
best: 1.63 (T-Graphormer)
SOTA
Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting arXiv:2206.09112
Traffic PredictiononPEMS-BAY
RMSE · 2022-06-18
4.3
best: 3.2 (T-Graphormer)
SOTA
Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting arXiv:2206.09112
Traffic PredictiononMETR-LA
MAE @ 12 step· 2022-06-18
3.35
best: 3.08 (TITAN)
SOTA
Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting arXiv:2206.09112
Traffic PredictiononMETR-LA
MAE @ 3 step· 2022-06-18
2.56
best: 2.41 (TITAN)
SOTA
Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting arXiv:2206.09112