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ResearchFormerly WizWand

Time Series Forecasting on Energy (test)

0.124MSEDAG
0.11940.150450.18150.21255Sep 18, 2025
Updated 5mo ago

Evaluation results

MethodLinks
DAGfuture exogenous support=inherent2025.090.1240.267
TFTfuture exogenous support=inherent2025.090.130.283
GCGNetfuture exogenous support=inherent2025.090.1310.277
TiDEfuture exogenous support=inherent2025.090.1530.302
TimeXerfuture exogenous support=inherent2025.090.1630.315
DUETfuture exogenous support=MLP fusion adaptation2025.090.2030.367
TimeKANfuture exogenous support=MLP fusion adaptation2025.090.2180.381
PatchTSTfuture exogenous support=MLP fusion adaptation2025.090.2260.377
Amplifierfuture exogenous support=MLP fusion adaptation2025.090.2330.389
CrossLinearfuture exogenous support=MLP fusion adaptation2025.090.2390.402