Traffic flow forecasting on LargeST GBA original (test)
16.59MAEST-Balance
Evaluation Results
| Method | Links | |
|---|---|---|
| ST-BalanceSpatial modeling=with Spatial, Graph type=none, Priors usage=With Priors2026.05 | 16.59 | |
| BLSTFSpatial modeling=with Spatial, Graph type=none, Priors usage=With Priors2026.05 | 19.79 | |
| STIDSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.05 | 20.58 | |
| D2STGNNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 20.71 | |
| STWaveSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 20.81 | |
| GWNetSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 20.91 | |
| DGCRNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 20.91 | |
| STTNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 20.97 | |
| AGCRNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 21.01 | |
| STAEformerSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.05 | 21.41 | |
| FlashSTSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 21.46 | |
| STNormSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.05 | 21.55 | |
| STGODSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 21.79 | |
| BigSTSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 21.95 | |
| DCRNNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 23.13 | |
| STGCNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.05 | 23.42 | |
| DSTAGNNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 23.82 | |
| ASTGCNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.05 | 26.47 | |
| LSTMSpatial modeling=without Spatial, Graph type=none, Priors usage=false2026.05 | 27.96 | |
| HLSpatial modeling=without Spatial, Graph type=none, Priors usage=false2026.05 | 56.44 |