Author

Jingwei Guan

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Preprint Aug 2026

Decoupling semantics from vision: A framework for faithful visual-text compression evaluation

A new evaluation framework that decouples MLLMs'capabilities to faithfully assess VTC quality is introduced, and the ZeroSense Benchmark is introduced to ensure low semantic correlation of testing samples.

Yonghan Gao, Zehong Chen, Lijian Xu et al. · 1 citation