Kavli Affiliate: Feng Yuan | First 5 Authors: Wanjin Feng, Wanjin Feng, , , | Summary: In the era of increasingly complex AI models for time series forecasting, progress is often measured by marginal improvements on benchmark leaderboards. However, this approach suffers from a fundamental flaw: standard evaluation metrics conflate a model’s performance with the […]
Continue.. Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting