STGODE

Reported on 5 benchmarks across 1 task · 1 paper · 1 SOTA

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

Time Series5 results

Traffic PredictiononLargeST
CA MAE· 2021-06-24
20.77
best: 17.35 (PatchSTG)
SOTA
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting arXiv:2106.12931
Traffic PredictiononPeMS07
MAE@1h· 2021-06-24
22.99
best: 18.31 (STD-MAE)
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting arXiv:2106.12931
Traffic PredictiononLargeST
GBA MAE· 2021-06-24
21.79
best: 19.5 (PatchSTG)
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting arXiv:2106.12931
Traffic PredictiononLargeST
GLA MAE· 2021-06-24
21.49
best: 18.96 (PatchSTG)
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting arXiv:2106.12931
Traffic PredictiononLargeST
SD MAE· 2021-06-24
19.55
best: 16.9 (PatchSTG)
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting arXiv:2106.12931