@article{rethinkingmultimodaltimeseriesforecastin, title = {Rethinking Multimodal Time-Series Forecasting Evaluation}, author = {Haoxin Liu and Yichen Zhou and Rajat Sen and B. Aditya Prakash and Abhimanyu Das}, year = {2026}, eprint = {2607.06973}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.06973}, }