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Human Judgments on text-to-image faithfulness

This folder contains the human annotations for 800 tifa_v1.0 images synthesized by minDALL-E, VQ-Diffusion, Stable Diffusion v1.1, v1.5, v2.1. The images can be downloaded via this link: https://drive.google.com/file/d/16y87Wg1mYwPhfZnLeBHi0HH4RiwD3a5K/view?usp=share_link

human_annotations.json contains the human annotation scores. human_annotations_with_scores.json contains the human scores + the scores given by caption-based metrics, clipscore, and tifa scores with various VQA models.

compute_correlation.ipynb contains the code to compute the correlations between human scores and automatic metrics.