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ResearchFormerly WizWand

Traffic flow forecasting on LargeST SD original (test)

15.06MAEST-Balance
13.230825.577937.92550.2721May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ST-BalanceSpatial modeling=with Spatial, Graph type=none, Priors usage=With Priors2026.0515.06
BLSTFSpatial modeling=with Spatial, Graph type=none, Priors usage=With Priors2026.0517.33
STAEformerSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.0517.63
GWNetSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.0517.74
D2STGNNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.0517.85
STIDSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.0517.89
DGCRNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.0518.02
AGCRNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.0518.09
STWaveSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.0518.22
STNormSpatial modeling=with Spatial, Graph type=none, Priors usage=Without Priors2026.0518.23
STTNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.0518.69
BigSTSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.0518.8
FlashSTSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.0518.84
STGODSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.0519.55
STGCNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.0519.67
DCRNNSpatial modeling=with Spatial, Graph type=Static, Priors usage=false2026.0521.03
DSTAGNNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.0521.82
ASTGCNSpatial modeling=with Spatial, Graph type=Dynamic, Priors usage=false2026.0523.7
LSTMSpatial modeling=without Spatial, Graph type=none, Priors usage=false2026.0526.44
HLSpatial modeling=without Spatial, Graph type=none, Priors usage=false2026.0560.79