Prompt Enhancement for Video Generation on VideoPhy2 held-out (val)
41.8SA (%)PhyPrompt-7B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PhyPrompt-7BEnhanced Model=PhyPrompt-7B, Generator=Lavie2026.03 | 41.8 | 63.2 | 31.6 | |
| GPT-4oEnhanced Model=GPT-4o, Generator=Lavie2026.03 | 41.8 | 58 | 29.8 | |
| DeepSeek-V3Enhanced Model=DeepSeek-V3, Generator=Lavie2026.03 | 41.6 | 59.2 | 30 | |
| PhyPrompt-3BEnhanced Model=PhyPrompt-3B, Generator=Lavie2026.03 | 41.4 | 60.8 | 30.2 | |
| PhyT2VEnhanced Model=PhyT2V, Generator=Lavie2026.03 | 41.2 | 60.8 | 30 | |
| Original PromptEnhanced Model=N/A, Generator=Lavie2026.03 | 41 | 57 | 29.2 | |
| PhyPrompt-1.5BEnhanced Model=PhyPrompt-1.5B, Generator=Lavie2026.03 | 40.2 | 61.2 | 30.6 | |
| Qwen2.5-7BEnhanced Model=Qwen2.5-7B, Generator=Lavie2026.03 | 40 | 60.8 | 30.8 | |
| PromptistEnhanced Model=Promptist, Generator=Lavie2026.03 | 37.8 | 58.4 | 27 | |
| Qwen2.5-3BEnhanced Model=Qwen2.5-3B, Generator=Lavie2026.03 | 35.2 | 60.4 | 28 | |
| Qwen2.5-1.5BEnhanced Model=Qwen2.5-1.5B, Generator=Lavie2026.03 | 34.6 | 59 | 24.8 |