Traffic flow forecasting on LargeST CA original (test)
14.93MAEST-Balance
Evaluation Results
| Method | Links | |
|---|---|---|
| ST-BalanceSpatial modeling=with Spatial, Graph type=none, Priors usage=With Priors2026.05 | 14.93 | |
| BLSTFSpatial modeling=with Spatial, Graph type=none, Priors usage=With Priors2026.05 | 18.46 | |
| STIDSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.05 | 19.11 | |
| STAEformerSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.05 | 19.59 | |
| STWaveSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 19.69 | |
| STNormSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.05 | 19.91 | |
| BigSTSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 20.32 | |
| STGODSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 20.77 | |
| STGCNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 21.33 | |
| GWNetSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 21.72 | |
| DCRNNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 21.87 | |
| LSTMSpatial modeling=without Spatial, Graph type=none, Priors usage=false2026.05 | 26.89 | |
| HLSpatial modeling=without Spatial, Graph type=none, Priors usage=false2026.05 | 54.1 |