Existing post-hoc explainability methods for time series forecasting often ignore temporal dependence and fail to provide horizon-specific explanations

existing post-hoc methods often ignore temporal dependence and fail to provide horizon-specific explanations

http://arxiv.org/abs/2608.25080v1