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ResearchFormerly WizWand

Short-term forecasting on EPF BE

0.346MSEAura
-39.35616228.63342496.623764.61258Sep 26, 2025Oct 22, 2025Nov 18, 2025Dec 15, 2025Jan 10, 2026Feb 6, 2026Mar 5, 2026
Updated 7mo ago

Evaluation results

MethodLinks
AuraInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.3460.187
AuroraType=Zero-shot Foundation Model2025.090.3610.257
TimeXerInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.3610.197
SundialType=Zero-shot Foundation Model2025.090.3710.27
iTransformerInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.3710.205
TimeXerType=Full-shot End-to-end Supervised Model2025.090.3740.241
iTransformerType=Full-shot End-to-end Supervised Model2025.090.3940.27
PatchTSTType=Full-shot End-to-end Supervised Model2025.090.4030.264
TimesNetInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.4080.236
CrossLinearInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.4090.244
DLinearInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.4110.273
TimesNetType=Full-shot End-to-end Supervised Model2025.090.4190.288
PatchTSTInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.420.219
TiDEInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.4570.299
TimerXLInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.5730.35
VisionTSType=Zero-shot Foundation Model2025.090.6790.457
AutoformerInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.7630.48
ROSEType=Zero-shot Foundation Model2025.090.8150.514
MOIRAIType=Zero-shot Foundation Model2025.090.8370.534
DUETInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.9640.617
AlphaCastinput length=168, horizon=242025.11536.4549.612
iTransformerinput length=168, horizon=242025.11606.52811.242
Chronosinput length=168, horizon=242025.11625.6349.623
PatchTSTinput length=168, horizon=242025.11627.14911.435
TimesNetinput length=168, horizon=242025.11636.6611.3
Sundialinput length=168, horizon=242025.11651.23710.997
DLinearinput length=168, horizon=242025.11658.5312.833
TimeXerinput length=168, horizon=242025.11702.86210.7
CESinput length=168, horizon=242025.11808.60814.414
SNaiveinput length=168, horizon=242025.11857.11913.704
ARIMAinput length=168, horizon=242025.11869.44417.038
Autoformerinput length=168, horizon=242025.11890.84316.619
Prophetinput length=168, horizon=242025.11992.916.942