"chain-of-thought evaluation" Papers

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Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program

Minghe Gao, Xuqi Liu, Zhongqi Yue et al.

ICCV 2025arXiv:2504.06606
10
citations

VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning

Xueqing Wu, Yuheng Ding, Bingxuan Li et al.

CVPR 2025arXiv:2412.02172
13
citations

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

Renrui Zhang, Dongzhi Jiang, Yichi Zhang et al.

ECCV 2024arXiv:2403.14624
498
citations