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MuirBench More Research BLINK mDPO Commonsense-T2I MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding Fei Wang 1* Xingyu Fu 2* James Y. Huang 1† Zekun Li 3† Qin Liu 4† Xiaogeng Liu 5† Mingyu Derek Ma 6† Nan Xu 1† Wenxuan Zhou 1† Kai Zhang 7 Tianyi Lorena Yan 1 Wenjie Jacky Mo 1 Hsiang-Hui Liu 3 Pan Lu 6 Chunyuan Li 8 Chaowei Xiao 5 Kai-Wei Chang 6 Dan Roth 2 Sheng Zhang 8 Hoifung Poon 8 Muhao Chen 4 1 USC 2 UPenn 3 UMN 4 UC Davis 5 UW-Madison 6 UCLA 7 OSU 8 Microsoft Research * Equal Leadership † Equal Contribution Paper HF Dataset Code Twitter What is MuirBench? MuirBench is a benchmark containing 11,264 images and 2,600 multiple-choice questions, providing robust evaluation on 12 multi-image understanding tasks. Each exa...
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