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Image-to-Video Generation on 40 diverse scenarios (test)

6.84Physical PlausibilityPhyRPR
3.41844.30675.1956.0833Jan 14, 2026

Evaluation results

MethodLinks
PhyRPR2026.016.84——7.837.417.56
SDEdit-stylePhyRefine ablation=true2026.016.01——6.136.356.93
WanX-I2V-EnhancePrompt enhancement=true2026.015.99——6.186.567.49
LTX-MultiPhyPlan ablation=true2026.015.86——6.326.076.02
WanX-I2VPrompt enhancement=false2026.015.79——5.576.187.16
PhyRPR2026.014.334.784.784.754.66—
WanX-I2V-EnhancePrompt enhancement=true2026.013.853.634.454.134.01—
LTX-MultiPhyPlan ablation=true2026.013.653.884.143.91—
WanX-I2VPrompt enhancement=false2026.013.63.054.333.833.7—
SDEdit-stylePhyRefine ablation=true2026.013.553.434.383.953.83—