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Style Transfer research benchmarks – Page 3 · SOTA2 Research

Style Transfer

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

User Study 10 style transfer results (test)

4.43Visual Preference Score

3

Mar 12, 2026

Curated Style Transfer (test)

0.51VCSD

3

Feb 26, 2026

OmniConsistency 20 styles

0.832CLIP Score

3

Feb 26, 2026

Lu Xun dataset (test)

91.7Style Matching

3

Feb 26, 2026

Edges2Shoes (test)

78.2SSIM

2

Jun 2, 2026

Edges2Handbags (test)

0.723SSIM

2

Jun 2, 2026

Bluefire v1.5 (test)

—

—Primary metric

0

Feb 26, 2026

Paintings v1.5 (test)

—

—Primary metric

0

Feb 26, 2026

Page 3 of 3

Popular datasets

User Study Style Transfer MS-COCO and WikiArt MS-COCO + WikiArt Yelp

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