✨Ariadne: A Controllable Framework for Probing and Extending VLM Reasoning Boundaries

📝 Summary:
Ariadne is a framework using synthetic mazes and RLVR to enhance VLM visual-centric spatial reasoning. It expanded VLM capabilities, raising accuracy from 0 percent to over 50 percent, and significantly improved zero-shot generalization on real-world benchmarks.

🔹 Publication Date: Published on Nov 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.00710
• PDF: https://arxiv.org/pdf/2511.00710
• Project Page: https://mingheshen.github.io/Ariadne/

🔹 Models citing this paper:
• https://huggingface.co/KOKKKOKK/Ariadne

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#VLM #AI #MachineLearning #ComputerVision #SpatialReasoning