Traffic flow forecasting on LargeST SD original (test)
15.06MAEST-Balance
Evaluation Results
| Method | Links | |
|---|---|---|
| ST-BalanceSpatial modeling=with Spatial, Graph type=none, Priors usage=With Priors2026.05 | 15.06 | |
| BLSTFSpatial modeling=with Spatial, Graph type=none, Priors usage=With Priors2026.05 | 17.33 | |
| STAEformerSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.05 | 17.63 | |
| GWNetSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 17.74 | |
| D2STGNNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 17.85 | |
| STIDSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.05 | 17.89 | |
| DGCRNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 18.02 | |
| AGCRNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 18.09 | |
| STWaveSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 18.22 | |
| STNormSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.05 | 18.23 | |
| STTNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 18.69 | |
| BigSTSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 18.8 | |
| FlashSTSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 18.84 | |
| STGODSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 19.55 | |
| STGCNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 19.67 | |
| DCRNNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 21.03 | |
| DSTAGNNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 21.82 | |
| ASTGCNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 23.7 | |
| LSTMSpatial modeling=without Spatial, Graph type=none, Priors usage=false2026.05 | 26.44 | |
| HLSpatial modeling=without Spatial, Graph type=none, Priors usage=false2026.05 | 60.79 |