The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

Phillip Isola, Richard Zhang, Alexei Efros

Code that ran

We lifted 2 functions out of this paper's own repositories and ran 2 of them in a sandbox. "Ran" means the function executed on a synthesized input and returned a value. It is not a reproduction of the paper's results.

Repository	Role	Ran
richzhang/PerceptualSimilarity	canonical	2 of 2

Function	Status	Where it lives
spatial_average	Ran	richzhang/PerceptualSimilarity/lpips/lpips.py code served (permissive licence) · get_code("29e5e72bcd006dcd")
upsample	Ran	richzhang/PerceptualSimilarity/lpips/lpips.py code served (permissive licence) · get_code("8cafd18b57a4d171")

Repositories linked to this paper

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For agents

The same record, over MCP at https://syntology.ai/mcp:

get_harvested_code_for_paper("1801.03924")
get_code_for_paper("1801.03924")
have("1801.03924")

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