Prompt-to-Effect Video Generation on IID Effects
25.1CLIP ScorePrompt2Effect
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Prompt2EffectInference Mode=Zero-shot2026.06 | 25.1 | 56.3 | 27.89 | 15.34 | 13.7 | 56.93 | |
| LoRAInference Mode=Per-effect optimization2026.06 | 25.06 | 57.6 | 27.68 | 15.82 | 14.07 | 57.57 | |
| BaselineModel Type=Base I2V model2026.06 | 24.23 | 53.36 | 15.99 | 14.21 | 12.37 | 42.57 | |
| HyperDreamboothInference Mode=Zero-shot2026.06 | 22.34 | 35.3 | 0 | 0 | 0 | 0 |