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ResearchFormerly WizWand

Time Series Forecasting on LEU (Electricity Usage) (test)

0.1557RMSEChatTime-Chat
0.1320080.2919290.451850.611771Jun 25, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ChatTime-ChatModel Category=Time Series Foundation Model2026.060.15570.1253
MWNE-Qwen2.5-1.5b-instructModel Category=TempoWAVE Embedding + LLM, Base LLM=Qwen2.5-1.5b-instruct2026.060.16810.1095
FoNE-Qwen2.5-1.5b-instructModel Category=Fourier Embedding + LLM, Base LLM=Qwen2.5-1.5b-instruct2026.060.20650.1378
MoiraiModel Category=Time Series Foundation Model2026.060.32710.2267
TimesNetModel Category=Time Series Forecasting Model2026.060.38950.3303
ChronosModel Category=Time Series Foundation Model2026.060.41840.2441
PatchTSTModel Category=Time Series Forecasting Model2026.060.45360.3634
TimeLLMModel Category=Time Series Foundation Model2026.060.49250.3701
iTransformerModel Category=Time Series Forecasting Model2026.060.60490.4948
DLinearModel Category=Time Series Forecasting Model2026.060.64220.5355
AutoformerModel Category=Time Series Forecasting Model2026.060.68050.5937
N-BEATSModel Category=Time Series Forecasting Model2026.060.7480.5851