@article{videounderstandingrewardmodelingarobustb, title = {Video Understanding Reward Modeling: A Robust Benchmark and Performant Reward Models}, author = {Yuancheng Wei and Linli Yao and Lei Li and Haojie Zhang and Hao Zhou and Fandong Meng and Xu Sun}, year = {2026}, eprint = {2605.07872}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.07872}, }