"multimodal model evaluation" Papers

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All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages

Ashmal Vayani, Dinura Dissanayake, Hasindri Watawana et al.

CVPR 2025highlightarXiv:2411.16508

GRAB: A Challenging GRaph Analysis Benchmark for Large Multimodal Models

Jonathan Roberts, Kai Han, Samuel Albanie

ICCV 2025arXiv:2408.11817

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

Eunice Yiu, Maan Qraitem, Anisa Majhi et al.

ICLR 2025arXiv:2407.17773

LLaVA-Critic: Learning to Evaluate Multimodal Models

Tianyi Xiong, Xiyao Wang, Dong Guo et al.

CVPR 2025arXiv:2410.02712

LMM4LMM: Benchmarking and Evaluating Large-multimodal Image Generation with LMMs

Jiarui Wang, Huiyu Duan, Yu Zhao et al.

ICCV 2025highlightarXiv:2504.08358

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

Qihui Zhang, Munan Ning, Zheyuan Liu et al.

CVPR 2025arXiv:2503.14941

DOCCI: Descriptions of Connected and Contrasting Images

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

ECCV 2024arXiv:2404.19753