Author

Wesley Rose

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Jul 2026

SD-MAR: Multi-image Analytical Reasoning via Synthetic Data and Reinforcement Learning

SD-MAR (Synthetic Data for Multi-image Analytical Reasoning) is introduced, a framework for training and evaluating VLMs on multi-image analytical reasoning that constructs paired visual scenarios through controlled perturbations and generates reasoning tasks spanning semantic change attribution and quantitative comparison.

Shiyu Yuan, Sourav S. Bhabesh, Zhe Wang et al. · arXiv.org · 0 citations