@article{understandingevaluationillusionindiffusi, title = {Understanding Evaluation Illusion in Diffusion Large Language Models}, author = {Hengxiang Zhang and Jiaxi Ren and Renchunzi Xie and Hongxin Wei}, year = {2026}, eprint = {2606.29228}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.29228}, }