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ResearchFormerly WizWand

Traffic flow forecasting on LargeST GBA original (test)

16.59MAEST-Balance
14.99625.755536.51547.2745May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ST-BalanceSpatial modeling=with Spatial, Graph type=none, Priors usage=With Priors2026.0516.59
BLSTFSpatial modeling=with Spatial, Graph type=none, Priors usage=With Priors2026.0519.79
STIDSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.0520.58
D2STGNNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.0520.71
STWaveSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.0520.81
GWNetSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.0520.91
DGCRNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.0520.91
STTNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.0520.97
AGCRNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.0521.01
STAEformerSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.0521.41
FlashSTSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.0521.46
STNormSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.0521.55
STGODSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.0521.79
BigSTSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.0521.95
DCRNNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.0523.13
STGCNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.0523.42
DSTAGNNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.0523.82
ASTGCNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.0526.47
LSTMSpatial modeling=without Spatial, Graph type=none, Priors usage=false2026.0527.96
HLSpatial modeling=without Spatial, Graph type=none, Priors usage=false2026.0556.44