TempusBench: An Evaluation Framework for Time-Series Forecasting. - Denizalp Goktas; Gerardo Riaño-Briceño; Alif Abdullah; Aryan Nair; Chenkai Shen; Beatriz de Lucio; Alexandra Magnusson; Farhan Mashrur; Ahmed Abdulla; Shawrna Sen; Mahitha Thippireddy; Gregory Schwartz; et al. (CoRR, 2026)