"multi-image understanding" Papers

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Dynamic-VLM: Simple Dynamic Visual Token Compression for VideoLLM

Han Wang, Yuxiang Nie, Yongjie Ye et al.

ICCV 2025arXiv:2412.09530
15
citations

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding

Fei Wang, XINGYU FU, James Y. Huang et al.

ICLR 2025oralarXiv:2406.09411
120
citations

VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models

JIACHENG RUAN, Wenzhen Yuan, Xian Gao et al.

ICCV 2025arXiv:2503.07478
15
citations

Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs

Xudong Li, Mengdan Zhang, Peixian Chen et al.

NEURIPS 2025arXiv:2505.22396
2
citations