@article{frombehavioralperformancetointernalcompe, title = {From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens}, author = {Hala Sheta and Eric Huang and Shuyu Wu and Ilia Alenabi and Jiajun Hong and Ryker Lin and Ruoxi Ning and Daniel Wei and Jialin Yang and Jiawei Zhou and Ziqiao Ma and Freda Shi}, year = {2025}, eprint = {2510.02292}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.02292}, }