DeQA-Doc adapts DeQA-Score, an MLLM-based image quality scorer, to document images using pseudo-variance soft labels and resolution-flexible encoders, and reports top scores on DIQA-5000.
Toward generalized image quality assessment: Relaxing the per- fect reference quality assumption
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DeQA-Doc: Adapting DeQA-Score to Document Image Quality Assessment
DeQA-Doc adapts DeQA-Score, an MLLM-based image quality scorer, to document images using pseudo-variance soft labels and resolution-flexible encoders, and reports top scores on DIQA-5000.