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ResearchFormerly WizWand

Time Series Forecasting on MSPG (test)

0.295RMSEMWNE-Qwen2.5-1.5b-instruct
0.2885960.3318230.375050.418277Jun 25, 2026
Updated 4mo ago

Evaluation results

MethodLinks
MWNE-Qwen2.5-1.5b-instructModel Category=TempoWAVE Embedding + LLM, Base LLM=Qwen2.5-1.5b-instruct2026.060.2950.1956
FoNE-Qwen2.5-1.5b-instructModel Category=Fourier Embedding + LLM, Base LLM=Qwen2.5-1.5b-instruct2026.060.30060.266
ChatTime-ChatModel Category=Time Series Foundation Model2026.060.31230.1917
MoiraiModel Category=Time Series Foundation Model2026.060.3760.2368
TimesNetModel Category=Time Series Forecasting Model2026.060.38210.2792
iTransformerModel Category=Time Series Forecasting Model2026.060.3970.2711
ChronosModel Category=Time Series Foundation Model2026.060.41030.2393
DLinearModel Category=Time Series Forecasting Model2026.060.42870.2901
N-BEATSModel Category=Time Series Forecasting Model2026.060.43050.2891
TimeLLMModel Category=Time Series Foundation Model2026.060.43780.3267
AutoformerModel Category=Time Series Forecasting Model2026.060.45010.2998
PatchTSTModel Category=Time Series Forecasting Model2026.060.45510.3098