@article{beyondmodelrankingpredictabilityalignede, title = {Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting}, author = {Wanjin Feng and Yuan Yuan and Jingtao Ding and Yong Li}, year = {2025}, eprint = {2509.23074}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.23074}, }