Adobe releases TPIPS: Text-Prompted Image Perceptual Similarity metric

junyanz89 · x · 2026-08-20

Adobe Research, in collaboration with CMU and UC Berkeley, has released TPIPS (Text-Prompted Image Perceptual Similarity). Unlike traditional metrics like FID or CLIP scores, TPIPS allows users to specify the specific dimension of comparison (e.g., "lighting", "pose of the person", "number of ducks") via free-form text, enabling more controllable and fine-grained image evaluation. The code, models, and data have been open-sourced.

Related event: CMU and Adobe Introduce TPIPS, a Text-Prompted Image Similarity Metric(2 posts)→

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