https://github.com/abhijay9/shifttolerant-lpips

[ECCV 2022] We investigated a broad range of neural network elements and developed a robust perceptual similarity metric. Our shift-tolerant perceptual similarity metric (ST-LPIPS) is consistent with human perception and is less susceptible to imperceptible misalignments between two images than existing metrics.

full-reference-image-quality-assessment full-reference-iqa image-quality-assessment iqa ml-robustness perceptual-similarity

Last synced: 09 Apr 2026