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Short-term forecasting on EPF DE

0.44MSETimeXer
-16.1713295.95509208.0815320.20791Sep 26, 2025Oct 3, 2025Oct 11, 2025Oct 19, 2025Oct 27, 2025Nov 4, 2025Nov 12, 2025

Evaluation results

MethodLinks
TimeXerType=Full-shot End-to-end Supervised Model2025.090.440.418
PatchTSTType=Full-shot End-to-end Supervised Model2025.090.4610.432
iTransformerType=Full-shot End-to-end Supervised Model2025.090.4790.433
TimesNetType=Full-shot End-to-end Supervised Model2025.090.5020.446
AuroraType=Zero-shot Foundation Model2025.090.5390.475
SundialType=Zero-shot Foundation Model2025.090.5410.484
VisionTSType=Zero-shot Foundation Model2025.090.9610.687
MOIRAIType=Zero-shot Foundation Model2025.091.2510.779
ROSEType=Zero-shot Foundation Model2025.091.2760.778
AlphaCastinput length=168, horizon=242025.11193.8299.925
PatchTSTinput length=168, horizon=242025.11208.88810.042
TimesNetinput length=168, horizon=242025.11209.36610.197
Chronosinput length=168, horizon=242025.11223.1539.999
iTransformerinput length=168, horizon=242025.11229.95510.227
DLinearinput length=168, horizon=242025.11239.92812.833
TimeXerinput length=168, horizon=242025.11252.00110.259
Sundialinput length=168, horizon=242025.11264.61810.707
CESinput length=168, horizon=242025.11315.57611.451
Prophetinput length=168, horizon=242025.11320.63113.254
Autoformerinput length=168, horizon=242025.11331.30613.329
ARIMAinput length=168, horizon=242025.11372.9111.816
SNaiveinput length=168, horizon=242025.11415.72313.362