This repository contains the code and data for the paper "VisOnlyQA: Large Vision Language Models Still Struggle with Visual Perception of Geometric Information" (COLM 2025).
VisOnlyQA is designed to evaluate the visual perception capability of large vision language models (LVLMs) on geometric information of scientific figures. The evaluation set includes 1,200 mlutiple choice questions in 12 visual perception… See the full description on the dataset page:
https://huggingface.co/datasets/ryokamoi/VisOnlyQA_Eval_Synthetic.
