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Author

Jun-Xian Cai

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Preprint Sep 2026

OmniVBench: A Benchmark and Large-Scale Dataset for Omni Reference-to-Video Generation

Omni reference-to-video (R2V) generation is emerging as a general paradigm that enables flexible video customization from diverse and compositional visual references. However, existing benchmarks fall short of these emerging capabilities: their test cases cover only a limited range of reference types and compositions,...

Wen-Xue Li, Pei-Yan Guan, Hao-Yan Jiang et al. · 1 citation

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