ResearchBenchmarksImage-to-Video Generation on PVDImage-to-Video Generation on PVDFollow85VBench Dynamic DegreeDyMoS77.279.22581.2583.275May 19, 2026Evaluation resultsMethodMethodLinksVBench Dynamic DegreeVideoScoreVideo QualityViCLIPVision RewardDyMoSBackbone=Wan 2.2-14BBackbone=Wan 2.2-14B2026.05852.855.121.430.086BaselineBackbone=Wan 2.2-14BBackbone=Wan 2.2-14B2026.05792.85521.470.087ALGBackbone=Wan 2.2-14BBackbone=Wan 2.2-14B2026.0577.52.855.121.410.084