Diagnosing the Reference Gap: What Visual Scaffolds Can and Cannot Fix in Multimodal Reasoning Paper • 2610.39419 • Published 12 days ago • 19
GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning Paper • 2509.17437 • Published Sep 22, 2025 • 17
FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving Paper • 2502.20238 • Published Feb 27, 2025 • 23