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ResearchFormerly WizWand

Short-term Traffic Forecasting on PeMS04 (test)

0.125MSETPS
0.124280.129140.1340.13886Apr 10, 2026
Updated 6mo ago

Evaluation results

MethodLinks
TPSBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.040.1250.238
FreqPoolBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.040.1280.243
Wave-Mask/MixBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.040.1330.246
wDBABackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.040.1340.246
RobustTAD-m/pBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.040.1340.249
Dominant ShuffleBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.040.1340.252
NoneBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.040.1350.246
STAugBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.040.1350.249
UpsampleBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.040.1360.254
MBBBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.040.1390.255
FreqAddBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.040.1390.252
Freq-Mask/MixBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.040.1430.257