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Video Generation on VBench (Subject, Background, Motion Smoothness, Aesthetic, Imaging)

91.33Subject FidelityReal2SAM2Real
86.015687.395388.77590.1547May 29, 2026

Evaluation results

MethodLinks
Real2SAM2RealConfiguration=Full2026.0591.3393.6998.8262.1275.09
TrajectoryCrafter2026.0590.6393.0198.4857.4274.02
ReCamMaster2026.0590.2991.3898.1555.5368.97
ViewCrafter2026.0589.9491.3497.0462.0374.2
Worldforge2026.0589.9292.7398.3456.8770.87
Real2SAM2RealInstance-Level Spatial Perturbation=false2026.0589.1991.7598.7361.475.04
Real2SAM2RealSoft Spatial-Aligned Injection=false2026.0586.2689.898.9859.671.67
Real2SAM2RealSoft Spatial-Aligned Injection=false, Instance-Level Spatial Perturbation=false2026.0586.2289.7698.9859.5871.69