🖼️ Image Faithfulness Evaluator

Tab 1: Single prompt evaluation. Tab 2: Multi-image self-consistency. Tab 3: POPE Benchmark — binary hallucination labels. Tab 4: OK-VQA Benchmark — answer agreement on real images. Tab 5: Large-scale Flickr30k benchmark (live or CSV load).

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Quick prompt suggestions
Generation model
SDXL-Turbo = better quality, 1-4 steps, guidance=0.0
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VQA Faithfulness Checks