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ResearchFormerly WizWand

Time-series Classification on Rodegast (Simulator PTW data)

99.39AccuracyMSTN-Transformer
90.664492.929795.19597.4603Nov 25, 2025
Updated 6mo ago

Evaluation results

MethodLinks
MSTN-TransformerA.Block=Transf., Size=3.77, Inference time=4.032025.1199.39
MSTN-TransformerA.Block=Transf., Size=3.77, I.Time=4.032025.1199.39
MSTN-BiLSTMA.Block=BiLSTM, Size=1.34, Inference time=1.592025.1199.25
MSTN-BiLSTMA.Block=BiLSTM, Size=1.34, I.Time=1.592025.1199.25
TimesNetInference time=5.072025.1199.18
TimesNetI.Time=5.072025.1199.18
PatchTSTInference time=4.802025.1198.64
PatchTSTI.Time=4.802025.1198.64
RF,GB2025.1191
RF,GB2025.1191