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image quality 1multimodal scoring 1peer review evaluation 1scientific figure assessment 1visual-text alignment 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CV2026

SciFigAlign: Scoring Scientific Figures by Fine-tuned Alignment of Visuals with Manuscript Evidence

Chuanzhi Xu, Zihan Deng, Huiqi Liang +4

The paper introduces SciFigAlign, a multimodal model that scores scientific figures by aligning visual content with manuscript evidence, using fine‑tuned CLIP and SciBERT to predic…