Seeking SOTA: Time-Series Forecasting Must Adopt Taxonomy-Specific Evaluation to Dispel Illusory Gains

Factual evidence

What the source reports

Research demonstrates that standard time-series benchmarking hides the fact that simple classical models often match or beat deep learning.