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ResearchFormerly WizWand

Time Series Forecasting on DE (test)

0.37MSEDAG
0.364760.400130.43550.47087Sep 18, 2025
Updated 5mo ago

Evaluation results

MethodLinks
DAGfuture exogenous support=inherent2025.090.370.37
GCGNetfuture exogenous support=inherent2025.090.4010.389
Amplifierfuture exogenous support=MLP fusion adaptation2025.090.4730.441
TimeKANfuture exogenous support=MLP fusion adaptation2025.090.4730.445
TimeXerfuture exogenous support=inherent2025.090.4750.418
DUETfuture exogenous support=MLP fusion adaptation2025.090.4820.43
CrossLinearfuture exogenous support=MLP fusion adaptation2025.090.4850.452
TFTfuture exogenous support=inherent2025.090.4890.446
TiDEfuture exogenous support=inherent2025.090.4990.447
PatchTSTfuture exogenous support=MLP fusion adaptation2025.090.5010.455