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Personalized Image Aesthetic Assessment research benchmarks · SOTA2 Research

Personalized Image Aesthetic Assessment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PIAA-ICI (w/o User Attr)

0.62Spearman's Rho

44

Apr 21, 2026

0.573Spearman's Rho

41

Apr 21, 2026

PARA 1.0 (test)

Conditional PIAA

0.705SROCC

24

Feb 26, 2026

LAPIS (cross-domain evaluation)

0.568Spearman's Rho

2

Apr 14, 2026

PARA cross-domain evaluation

PIAA-ICI (w/o User Attr)

0.62Spearman's Rho

2

Apr 14, 2026

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