Stable Diffusion

LPIPS Evaluation on Validation Set

This section reports validation accuracy for LPIPS across multiple datasets, comparing a reproduced implementation against the original LPIPS.

Results

Dataset	LPIPS Reproduction	Original LPIPS
CNN	0.826	0.821
TRADITIONAL	0.769	0.732
COLOR	0.623	0.615
DEBLUR	0.594	0.594
FRAMEINTERP	0.629	0.622
SUPERRES	0.694	0.695

Notes

• The reproduced LPIPS closely matches the original implementation across all datasets.
• Performance differences are minor and within expected variance.
• Exact parity is observed on the DEBLUR dataset.