PRSM: A Measure to Evaluate CLIP's Robustness Against Paraphrases

This article introduces PRSM, a new metric for assessing the robustness of CLIP models against paraphrased text. The focus is on evaluating how well CLIP maintains its performance when the input text is reworded. This is a crucial aspect of understanding and improving the reliability of CLIP in real-world applications where variations in phrasing are common.