Text-to-Static Vector Graphics Generation on Lottie
0.9566CLIP ScoreLottieGPT-7B-Stage2
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| LottieGPT-7B-Stage2Input=Text Only2026.04 | 0.9566 | 0.9776 | 0.0366 | 0.9301 | 0.8062 | 0.2985 | 96.96 | |
| LottieGPT-7B-Stage1Input=Text Only2026.04 | 0.9331 | 0.8103 | 0.1755 | 0.8572 | 0.8239 | 0.2893 | 98.25 | |
| Claude Sonnet 4.5Mode=Few-shot (3-shot)2026.04 | 0.8485 | 0.8493 | 0.2496 | 0.7278 | 0.0522 | 0.3115 | 45.22 | |
| OmniSVG-7BApproach=Text2SVG2026.04 | 0.8321 | 0.5627 | 0.5123 | 0.7274 | — | 0.2676 | — | |
| LottieGPT-7B-Stage1Input=Text Only2026.04 | 0.8156 | 0.8524 | 0.1925 | 0.7715 | 0.2347 | 0.2756 | 78.35 | |
| Qwen3-235BMode=Few-shot (3-shot)2026.04 | 0.8122 | 0.7973 | 0.3084 | 0.6637 | 0.0151 | 0.3185 | 28.26 | |
| GPT-5Mode=Few-shot (3-shot)2026.04 | 0.7682 | 0.8232 | 0.2528 | 0.5929 | 0.0358 | 0.264 | 10.87 | |
| Qwen2.5-VL 7BTraining=Finetuned w. Lottie Json2026.04 | 0.7456 | 0.7156 | 0.1714 | 0.4789 | 0.0089 | 0.2236 | 22.61 | |
| Gemini 2.5 ProMode=Few-shot (3-shot)2026.04 | 0.7157 | 0.6574 | 0.2113 | 0.64 | 0.0403 | 0.2565 | 30 | |
| DeepSeek-V3.1Mode=Few-shot (3-shot)2026.04 | 0.5425 | 0.639 | 0.1358 | 0.3721 | 0.0399 | 0.1632 | 30.43 |