ResearchBenchmarksSubject-driven Video Generation on S2V 1 reference image (val)Follow42.3GSB RatioLibraGen6.31615.6582534.342Mar 13, 2026Evaluation ResultsMethodMethodLinksGSB RatioLibraGenComparison Baseline=MA...Comparison Baseline=MAGREF2026.0342.3LibraGenComparison Baseline=Ph...Comparison Baseline=Phantom2026.0330.8LibraGenComparison Baseline=Vi...Comparison Baseline=Vidu Q12026.0315.4LibraGenComparison Baseline=Kl...Comparison Baseline=Kling O12026.037.7