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Video Stylization research benchmarks · SOTA2 Research

Video Stylization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Video Stylization Benchmark (test)

80.9Style Similarity

7

Jun 25, 2026

Human Preference

82.6Style Similarity

7

Jun 25, 2026

0.421CSD

7

May 19, 2026

0.467CSD

7

May 19, 2026

26.69CLIP-T

6

Feb 26, 2026

User Study Text Condition (test)

4.14Style Consistency

4

Feb 26, 2026

User Study First Frame Condition (test)

4.37Style Consistency

3

Feb 26, 2026

User Study Style Image Condition (test)

4.36Style Consistency

2

Feb 26, 2026

DAVIS 2016 (val)

0.342CLIPSIM

2

Feb 26, 2026

Popular datasets

User Study DAVIS TVSBench Human Preference VISTA Bench

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