Author

Jia-Li Chen

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Preprint Sep 2026

SciGen-Verifier: A Multimodal Reasoner for Explainable Verification in Scientific Image Generation

SciGen-Verifier is constructed, a reasoning-driven multimodal verifier trained via cold-start supervised fine-tuning followed by a curriculum-based two-stage reinforcement learning pipeline that achieves competitive performance against much larger proprietary models.

Jia-Li Chen, Zheng-Teng Lin, Zu-Qi Wang et al. · 0 citations