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Papers Benchmarks Datasets Tasks

Reference-to-Video Generation research benchmarks · SOTA2 Research

Reference-to-Video Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OpenS2V-Eval 2025a

57.91Total Score

9

Feb 26, 2026

0.697Aesthetic Quality

5

Feb 26, 2026

65.99Aesthetic Quality

3

Feb 26, 2026

OpenVid-HD R2V benchmark (test)

0.311CLIP-I Video Quality

3

Feb 26, 2026

Popular datasets

OpenVid-HD OpenS2V-Eval UVCBench VACE

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