@article{futureomnievaluatingfutureforecastingfro, title = {FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs}, author = {Qian Chen and Jinlan Fu and Changsong Li and Min Zhang and See-Kiong Ng and Xipeng Qiu}, year = {2026}, eprint = {2601.13836}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.13836}, }