<ul data-eligibleForWebStory="true"><li>EditInspector is introduced as a benchmark to evaluate text-guided image edits by leveraging human annotations and a comprehensive framework.</li><li>The benchmark assesses text-guided edits based on various factors like accuracy, artifact detection, visual quality, and more.</li><li>Current state-of-the-art vision and language models face challenges in evaluating edits thoroughly and often provide inaccurate descriptions.</li><li>Two novel methods proposed within EditInspector outperform existing models in artifact detection and difference caption generation.</li></ul>

EditInspector: A Benchmark for Evaluation of Text-Guided Image Edits

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