2025 "automated evaluation" Papers

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AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation

Yuhui Zhang, Yuchang Su, Yiming Liu et al.

CVPR 2025posterarXiv:2501.03225

Beyond the Surface: Enhancing LLM-as-a-Judge Alignment with Human via Internal Representations

Peng Lai, Jianjie Zheng, Sijie Cheng et al.

NEURIPS 2025posterarXiv:2508.03550

EditCLIP: Representation Learning for Image Editing

Qian Wang, Aleksandar Cvejic, Abdelrahman Eldesokey et al.

ICCV 2025posterarXiv:2503.20318

MultiVerse: A Multi-Turn Conversation Benchmark for Evaluating Large Vision and Language Models

Young-Jun Lee, Byung-Kwan Lee, Jianshu Zhang et al.

ICCV 2025posterarXiv:2510.16641

RealMath: A Continuous Benchmark for Evaluating Language Models on Research-Level Mathematics

Jie Zhang, Cezara Petrui, Kristina Nikolić et al.

NEURIPS 2025posterarXiv:2505.12575

xFinder: Large Language Models as Automated Evaluators for Reliable Evaluation

Qingchen Yu, Zifan Zheng, Shichao Song et al.

ICLR 2025posterarXiv:2405.11874