ResearchBenchmarksVideo Generation on VBench 4-mixed-resolution 480p to 3840p (test)Follow81.16Quality ScorePhase-Aligned Mixed-Resolution Attention67.182470.811274.4478.0688Nov 24, 2025Evaluation ResultsMethodMethodLinksQuality ScoreSemantics ScoreTotal ScorePhase-Aligned Mixed-Resolution AttentionTime (s)=354Time (s)=3542025.1181.1653.6675.66PI-HRTime (s)=354Time (s)=3542025.1171.3438.6664.81PI-LRTime (s)=354Time (s)=3542025.1169.4735.4862.67Wan-3.8kTime (s)=6213Time (s)=62132025.1168.4614.3757.65NTKTime (s)=354Time (s)=3542025.1167.8528.0159.88YaRNTime (s)=354Time (s)=3542025.1167.7232.8560.74