Video-to-Lottie on MMLottieBench Real
88.1Success RateOmniLottie
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OmniLottieTime(s)=110.77, # Tokens=36.8k2026.03 | 88.1 | 227.11 | 16.08 | 82 | 92 | |
| GPT-5Time(s)=45.61, # Tokens=1.1k2026.03 | 9.2 | 639.13 | 13.34 | 81 | 80 | |
| Qwen2.5-VL(3B)Time(s)=49.31, # Tokens=1.0k2026.03 | 0 | — | — | — | — | |
| Gemini3.1-ProTime(s)=16.19, # Tokens=1.0k2026.03 | 0 | 1,076.22 | 14.54 | 79 | 88 |