Text-to-SVG on SArena-Icon benchmark (test)
11.712FIDDuetSVG-7B
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DuetSVG-7Btest-time scaling=true2025.12 | 11.712 | 3.928 | 25.734 | |
| DuetSVG-7Btest-time scaling=false2025.12 | 12.105 | 4.205 | 25.416 | |
| Gemini-3-Pro2025.12 | 14.324 | 4.847 | 25.382 | |
| GPT-5-Thinking2025.12 | 14.892 | 4.993 | 25.125 | |
| Gemini-2.5-Pro2025.12 | 15.484 | 5.016 | 24.91 | |
| Qwen3-VL-8Bfine-tuned=true2025.12 | 16.78 | 5.192 | 23.704 | |
| Ours-7BFine-tuned=SVG-Hub-1M, TTS=true2025.12 | 16.952 | 6.242 | 22.645 | |
| Ours-7BFine-tuned=SVG-Hub-1M, TTS=false2025.12 | 17.265 | 6.388 | 22.586 | |
| LLM4SVG-7Bfine-tuned=true2025.12 | 18.815 | 6.784 | 23.138 | |
| Qwen3-VL-8BFine-tuned=SVG-Hub-1M2025.12 | 19.76 | 7.572 | 22.126 | |
| OmniSVG-3Bfine-tuned=true2025.12 | 19.941 | 7.477 | 22.45 | |
| LLM4SVG-7BFine-tuned=SVG-Hub-1M2025.12 | 20.896 | 7.98 | 22.108 | |
| OmniSVG-3BFine-tuned=SVG-Hub-1M2025.12 | 24.977 | 9.659 | 21.825 | |
| OmniSVG-3Bfine-tuned=false2025.12 | 28.292 | 11.318 | 21.679 | |
| OmniSVG-3BFine-tuned=false2025.12 | 28.292 | 11.318 | 21.679 |