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Qualitative and quantitative experiments demonstrate that FRPSS achieves the best Single Image Fr\'echet Inception Distance (SIFID) scores on all three datasets while maintaining competitive Learned Perceptual Image Patch Similarity (LPIPS).
Forget ROUGE scores: QA-based evaluation finally offers interpretable feedback that lets summarization models self-improve without retraining.
