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ResearchFormerly WizWand

Spatio-temporal forecasting on SH-METRO

63.655MAESTGCN
60.3209282.82596105.331127.83604Feb 13, 2026
Updated 8mo ago

Evaluation results

MethodLinks
STGCNTraining Loss=FreST Loss2026.0263.655181.125
STGCNTraining Loss=MSE Loss2026.0264.032180.463
iTransformerTraining Loss=FreST Loss2026.0266.596160.29
iTransformerTraining Loss=MSE Loss2026.0271.802176.744
StemGNNTraining Loss=FreST Loss2026.0271.887154.875
StaeformerTraining Loss=FreST Loss2026.0276.607180.948
STDNTraining Loss=FreST Loss2026.0278.689206.341
STIDTraining Loss=FreST Loss2026.0281.525187.214
StaeformerTraining Loss=MSE Loss2026.0281.983221.982
STDNTraining Loss=MSE Loss2026.0283.849217.015
StemGNNTraining Loss=MSE Loss2026.0287.506187.705
STIDTraining Loss=MSE Loss2026.0291.636230.135
DLinearTraining Loss=FreST Loss2026.02106.233236.295
DLinearTraining Loss=MSE Loss2026.02107.042236.239
SparseTSFTraining Loss=MSE Loss2026.02146.734308.735
SparseTSFTraining Loss=FreST Loss2026.02147.007308.009