@article{whenmodelsjudgethemselvesunsupervisedsel, title = {When Models Judge Themselves: Unsupervised Self-Evolution for Multimodal Reasoning}, author = {Zhengxian Wu and Kai Shi and Chuanrui Zhang and Zirui Liao and Jun Yang and Ni Yang and Qiuying Peng and Luyuan Zhang and Hangrui Xu and Tianhuang Su and Zhenyu Yang and Haonan Lu and Haoqian Wang}, year = {2026}, eprint = {2603.21289}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.21289}, }