Author

Zhijiang Tang

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Preprint Aug 2026

A Model-Internal Protocol for Assessing Multimodal Models as Integrated Systems

Self-Generative-Understanding (SGU), a novel, annotation-free evaluation framework that probes the integrated capabilities of unified models through a semantic closed-loop challenge, provides a complementary holistic evaluation framework and offers a foundation for benchmarking the development of next-generation unifie...

Hao Zhang, Jiaxin Qi, Zhijiang Tang et al. · 0 citations