@article{mbenchacomprehensivebenchmarkonmemorycap, title = {MBench: A Comprehensive Benchmark on Memory Capability for Video World Models}, author = {Shengjun Zhang and Zhang Zhang and Simin Huang and Zhenyu Tang and Hanyang Wang and Chensheng Dai and Min Chen and Yifan Li and Yuxin Li and Yingjie Chen and Hao Liu and Chen Li and Jing Lyu and Yueqi Duan}, year = {2026}, eprint = {2606.00793}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.00793}, }