"multimodal model evaluation" Papers

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KiVA: Kid-inspired Visual Analogies for Testing Large Multimodal Models

Eunice Yiu, Maan Qraitem, Anisa Majhi et al.

ICLR 2025posterarXiv:2407.17773
18
citations

LLaVA-Critic: Learning to Evaluate Multimodal Models

Tianyi Xiong, Xiyao Wang, Dong Guo et al.

CVPR 2025posterarXiv:2410.02712
95
citations

UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation

Qihui Zhang, Munan Ning, Zheyuan Liu et al.

CVPR 2025posterarXiv:2503.14941
2
citations

DOCCI: Descriptions of Connected and Contrasting Images

Yasumasa Onoe, Sunayana Rane, Zachary E Berger et al.

ECCV 2024posterarXiv:2404.19753
98
citations