Text-to-Video Prompt Rewriting on VideoPhy 2
48.4SA ScoreDeepSeek-V3
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DeepSeek-V3Generator=CogVideoX-2B2026.03 | 48.4 | 64.6 | 38.6 | 3.968 | 4.564 | |
| PhyPrompt-7BGenerator=CogVideoX-2B, Model Size=7B2026.03 | 47.8 | 66.8 | 40.8 | 3.878 | 4.59 | |
| GPT-4oGenerator=CogVideoX-2B2026.03 | 47 | 60 | 37 | 3.932 | 4.488 | |
| PhyPrompt-3BGenerator=CogVideoX-2B, Model Size=3B2026.03 | 46.4 | 64.8 | 39.6 | 3.868 | 4.556 | |
| PhyT2VGenerator=CogVideoX-2B2026.03 | 45 | 62 | 36.2 | 3.854 | 4.522 | |
| Qwen2.5-7BGenerator=CogVideoX-2B, Model Size=7B2026.03 | 44.8 | 64.6 | 34.2 | 3.848 | 4.586 | |
| Original PromptGenerator=CogVideoX-2B2026.03 | 43.4 | 55.8 | 32.2 | 3.842 | 4.41 | |
| PhyPrompt-1.5BGenerator=CogVideoX-2B, Model Size=1.5B2026.03 | 42.8 | 65.4 | 37.4 | 3.8 | 4.58 | |
| PromptistGenerator=CogVideoX-2B2026.03 | 41.2 | 58.2 | 30.2 | 3.782 | 4.452 | |
| Qwen2.5-3BGenerator=CogVideoX-2B, Model Size=3B2026.03 | 40 | 64.2 | 32 | 3.754 | 4.582 | |
| Qwen2.5-1.5BGenerator=CogVideoX-2B, Model Size=1.5B2026.03 | 37.6 | 64 | 31.8 | 3.616 | 4.562 |