AUG 12, 2026 · PREPRINT
FM-LLM: A frequency-enhanced mixture-of-experts framework for adapting LLMs to time series forecasting
arXiv
This is an unrefereed technical preprint describing a novel machine learning architecture for time-series forecasting; it reports computational results on benchmarks but has not undergone peer review.
Reported
Metrics with state-of-the-art per…59 out of 78
Average MSE improvement vs. stron…5.3%
Average MAE improvement vs. stron…5.6%