GeoSketch: A Neural-Symbolic Approach to Geometric Multimodal Reasoning with Auxiliary Line Construction and Affine Transformation

Researchers introduce GeoSketch, a neural-symbolic AI framework that solves geometric problems through dynamic visual manipulation, including drawing auxiliary lines and applying transformations. The system combines perception, symbolic reasoning, and interactive sketch actions, achieving superior performance on geometric problem-solving benchmarks compared to static image processing methods.