A document-intelligence benchmark decouples visual and reasoning complexity, and a parameter-freezing fine-tuning method improves an 8B model without catastrophic forgetting.
Hallusionbench: An advanced diagnostic suite for entangled language hallucination and visual illusion in large vision-language models
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GDI-Bench: A Benchmark for General Document Intelligence with Vision and Reasoning Decoupling
A document-intelligence benchmark decouples visual and reasoning complexity, and a parameter-freezing fine-tuning method improves an 8B model without catastrophic forgetting.