Han-Shu Yan

GIFT-Eval-CTX: A Benchmark For Contextual Forecasting Model Evaluation

Contextual forecasting seeks to improve time series forecasting by incorporating forward-looking information, such as planned events, external conditions, and expert expectations. However, reliable evaluation remains difficult: existing benchmarks often have limited domain coverage, lack standardized history-future spl...