Camera Motion Control on Gemini-Pro-Vision generated prompts 1.5 (Camera-only)
4.89VLM Score (SA)CogVideoX + SIFT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CogVideoX + SIFTModel Setting=CogVideoX + SIFT (Ours)2026.06 | 4.89 | 4.84 | 3.88 | 4.25 | |
| Wan + SIFTModel Setting=Wan + SIFT (Ours)2026.06 | 4.8 | 4.93 | 3.89 | 4.24 | |
| CogVideoX + SFTModel Setting=CogVideoX + SFT2026.06 | 4.68 | 4.32 | 3.5 | 3.1 | |
| CogVideoX + VideoREPAModel Setting=CogVideoX + VideoREPA2026.06 | 4.53 | 4.05 | 3.34 | 4.05 | |
| CogVideoXModel Setting=CogVideoX2026.06 | 3.95 | 3.1 | 3.51 | 3.2 | |
| Wan + SFTModel Setting=Wan + SFT2026.06 | 3.94 | 4.73 | 3.26 | 3.53 | |
| WanModel Setting=Wan2026.06 | 3.58 | 4.06 | 3 | 2.79 |