@article{pairbenchasystematicframeworkfor, title = {PairBench: A Systematic Framework for Selecting Reliable Judge VLMs}, author = {Aarash Feizi and Sai Rajeswar and Adriana Romero-Soriano and Reihaneh Rabbany and Spandana Gella and Valentina Zantedeschi and João Monteiro}, year = {2025}, eprint = {2502.15210}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.15210v2}, }