LPIPS

Creator

Creator

Seonglae Cho

Created

Created

2025 Oct 27 0:43

Editor

Editor

Seonglae Cho

Edited

Edited

2025 Oct 27 0:45

Refs

Refs

Learned Perceptual Image Patch Similarity

Perceptual loss has the highest correlation with human subjective evaluation

Corrects pretrained CNN/Vision Transformer feature differences with learned weighting

The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

While it is nearly effortless for humans to quickly assess the perceptual similarity between two images, the underlying processes are thought to be quite complex. Despite this, the most widely...

https://arxiv.org/abs/1801.03924

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