Text-to-Image Evaluation

DOCCI: Descriptions of Connected and Contrasting Images
High-quality, long, human-annotated descriptions of 15K images
Yasumasa Onoe, Sunayana Rane, Zachary Berger, Yonatan Bitton, Jaemin Cho, Roopal Garg, Alexander Ku, Zarana Parekh, Jordi Pont-Tuset, Garrett Tanzer, Su Wang, Jason Baldridge
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DOCCI: Descriptions of Connected and Contrasting Images
Davidsonian Scene Graph: Improving Reliability in Fine-Grained Evaluation for Text-to-Image Generation
Reliable QG/A framework for T2I Evaluation based on Davidsonian Semantics - ICLR 2024
Jaemin Cho, Yushi Hu, Roopal Garg, Peter Anderson, Ranjay Krishna, Jason Baldridge, Mohit Bansal, Jordi Pont-Tuset, Su Wang
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Davidsonian Scene Graph: Improving Reliability in Fine-Grained Evaluation for Text-to-Image Generation
Visual Programming for Text-to-Image Generation and Evaluation
Interpretable/explainable visual programming frameworks for T2I generation (VPGen) and evaluation (VPEval) - NeurIPS 2023
Jaemin Cho, Abhay Zala, Mohit Bansal
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Visual Programming for Text-to-Image Generation and Evaluation