Traffic flow forecasting on LargeST GLA original (test)
15.78MAEST-Balance
Evaluation Results
| Method | Links | |
|---|---|---|
| ST-BalanceSpatial modeling=with Spatial, Graph type=none, Priors usage=With Priors2026.05 | 15.78 | |
| BLSTFSpatial modeling=with Spatial, Graph type=none, Priors usage=With Priors2026.05 | 19.52 | |
| AGCRNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 20.25 | |
| STIDSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.05 | 20.29 | |
| STAEformerSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.05 | 20.37 | |
| STWaveSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 20.96 | |
| GWNetSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 21.2 | |
| STGODSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 21.49 | |
| STNormSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.05 | 21.82 | |
| BigSTSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 22.08 | |
| STGCNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 22.64 | |
| DCRNNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 23.17 | |
| DSTAGNNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 24.13 | |
| LSTMSpatial modeling=without Spatial, Graph type=none, Priors usage=false2026.05 | 28.05 | |
| ASTGCNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 28.99 | |
| HLSpatial modeling=without Spatial, Graph type=none, Priors usage=false2026.05 | 59.58 |