Davidsonian Scene Graph (DSG) for Text-to-Image Evaluation (ICLR 2024)
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Updated
Dec 9, 2024 - Jupyter Notebook
Davidsonian Scene Graph (DSG) for Text-to-Image Evaluation (ICLR 2024)
Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)
Evaluate custom and HuggingFace text-to-image/zero-shot-image-classification models like CLIP, SigLIP, DFN5B, and EVA-CLIP. Metrics include Zero-shot accuracy, Linear Probe, Image retrieval, and KNN accuracy.
Repo for our NeurIPS 2023 paper on: Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback
Official repository of IDEA-Bench
DrawBench for huggingface datasets
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