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ResearchFormerly WizWand

Time Series Forecasting on Australia (AUL) (test)

0.3391RMSEMWNE-Qwen2.5-1.5b-instruct
0.319320.4528350.586350.719865Jun 25, 2026
Updated 4mo ago

Evaluation results

MethodLinks
MWNE-Qwen2.5-1.5b-instructModel Category=TempoWAVE Embedding + LLM, Base LLM=Qwen2.5-1.5b-instruct2026.060.33910.2739
ChatTime-ChatModel Category=Time Series Foundation Model2026.060.36390.305
FoNE-Qwen2.5-1.5b-instructModel Category=Fourier Embedding + LLM, Base LLM=Qwen2.5-1.5b-instruct2026.060.36490.3045
PatchTSTModel Category=Time Series Forecasting Model2026.060.48850.4086
TimesNetModel Category=Time Series Forecasting Model2026.060.54310.4595
MoiraiModel Category=Time Series Foundation Model2026.060.58060.4854
DLinearModel Category=Time Series Forecasting Model2026.060.59550.4977
ChronosModel Category=Time Series Foundation Model2026.060.5970.4892
iTransformerModel Category=Time Series Forecasting Model2026.060.60540.4948
N-BEATSModel Category=Time Series Forecasting Model2026.060.71580.5874
TimeLLMModel Category=Time Series Foundation Model2026.060.7660.6012
AutoformerModel Category=Time Series Forecasting Model2026.060.83360.6828