Forecast Collapse in Time-Series Foundation Models

Shu Wan, Miles Ma, Hank Zhu +4

When forecasting hourly returns for 1,000 US equities, we observe an unexpected phenomenon: predictions become nearly flat and show poor stock ranking, as measured by cross-section…