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ResearchFormerly WizWand

Time Series Forecasting on PTF Traffic Flow (test)

0.161RMSEChatTime-Chat
0.1444640.2560820.36770.479318Jun 25, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ChatTime-ChatModel Category=Time Series Foundation Model2026.060.1610.1276
MWNE-Qwen2.5-1.5b-instructModel Category=TempoWAVE Embedding + LLM, Base LLM=Qwen2.5-1.5b-instruct2026.060.17060.1212
MoiraiModel Category=Time Series Foundation Model2026.060.21410.1681
FoNE-Qwen2.5-1.5b-instructModel Category=Fourier Embedding + LLM, Base LLM=Qwen2.5-1.5b-instruct2026.060.29150.2495
iTransformerModel Category=Time Series Forecasting Model2026.060.33630.2234
TimesNetModel Category=Time Series Forecasting Model2026.060.34370.2238
ChronosModel Category=Time Series Foundation Model2026.060.36060.2828
AutoformerModel Category=Time Series Forecasting Model2026.060.37060.2288
N-BEATSModel Category=Time Series Forecasting Model2026.060.37130.2306
PatchTSTModel Category=Time Series Forecasting Model2026.060.37550.2492
DLinearModel Category=Time Series Forecasting Model2026.060.46320.3268
TimeLLMModel Category=Time Series Foundation Model2026.060.57440.473