Image-to-SVG on SArena-Icon benchmark (test)
0.972DINODuetSVG-7B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DuetSVG-7Btest-time scaling=true2025.12 | 0.972 | 0.938 | 0.06 | 24.016 | |
| DuetSVG-7Btest-time scaling=false2025.12 | 0.969 | 0.929 | 0.069 | 23.482 | |
| Qwen3-VL-8Bfine-tuned=true2025.12 | 0.955 | 0.921 | 0.081 | 22.75 | |
| LLM4SVG-7Bfine-tuned=true2025.12 | 0.946 | 0.91 | 0.092 | 22.16 | |
| Gemini-3-Pro2025.12 | 0.938 | 0.874 | 0.125 | 14.366 | |
| OmniSVG-3Bfine-tuned=true2025.12 | 0.937 | 0.908 | 0.099 | 21.984 | |
| Ours-7BFine-tuned=SVG-Hub-1M, TTS=true2025.12 | 0.924 | 0.814 | 0.145 | — | |
| StarVector-8Bfine-tuned=true2025.12 | 0.92 | 0.844 | 0.118 | 19.076 | |
| Ours-7BFine-tuned=SVG-Hub-1M, TTS=false2025.12 | 0.917 | 0.808 | 0.151 | — | |
| GPT-5-Thinking2025.12 | 0.916 | 0.815 | 0.134 | 11.512 | |
| Qwen3-VL-8BFine-tuned=SVG-Hub-1M2025.12 | 0.908 | 0.774 | 0.162 | — | |
| OmniSVG-3BFine-tuned=SVG-Hub-1M2025.12 | 0.902 | 0.761 | 0.178 | — | |
| LLM4SVG-7BFine-tuned=SVG-Hub-1M2025.12 | 0.898 | 0.76 | 0.164 | — | |
| Gemini-2.5-Pro2025.12 | 0.895 | 0.69 | 0.261 | 10.878 | |
| StarVector-8BFine-tuned=SVG-Hub-1M2025.12 | 0.895 | 0.742 | 0.182 | — | |
| OmniSVG-3Bfine-tuned=false2025.12 | 0.894 | 0.756 | 0.186 | 12.669 | |
| OmniSVG-3BFine-tuned=false2025.12 | 0.894 | 0.756 | 0.186 | — | |
| StarVector-8Bfine-tuned=false2025.12 | 0.871 | 0.623 | 0.206 | 13.595 | |
| StarVector-8BFine-tuned=false2025.12 | 0.871 | 0.623 | 0.206 | — |