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

Thanapol Phungtua-eng, Yoshitaka Yamamoto

Long-term time series forecasting (LTSF) is widely recognized as a central challenge in data mining and machine learning. LTSF has increasingly evolved into a benchmark-driven ''GA…