Are We Winning the Wrong Game? Revisiting Evaluation Practices for Long-Term Time Series Forecasting

Are We Winning the Wrong Game? Revisiting Evaluation Practices for Long-Term Time Series Forecasting explores A framework for evaluating time series forecasting models based on statistical fidelity, structural coherence, and decision-level relevance, moving beyond simple error metrics.. Commercial viability score: 6/10 in Time Series Forecasting.