@article{memoryrewardbenchbenchmarkingrewardmodel, title = {MemoryRewardBench: Benchmarking Reward Models for Long-Term Memory Management in Large Language Models}, author = {Zecheng Tang and Baibei Ji and Ruoxi Sun and Haitian Wang and WangJie You and Zhang Yijun and Wenpeng Zhu and Ji Qi and Juntao Li and Min Zhang}, year = {2026}, eprint = {2601.11969}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.11969}, }