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Aesthetic Quality Assessment research benchmarks · SOTA2 Research

Aesthetic Quality Assessment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.883Kendall's Tau

18

Feb 26, 2026

85Accuracy @0.5

14

Feb 26, 2026

AVA Full (test)

0.875SROCC

7

Apr 20, 2026

AVA Top-10k Lowest Error Samples

0.978PLCC

6

Apr 20, 2026

65.2Accuracy

5

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Popular datasets

AVA Photo.net DreamBench UltraVQA

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