Text-to-SVG on MMSVG-Icon
127.64FIDOurs (VSF+RaV)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours (VSF+RaV)Method category=Autoregressive Methods2026.04 | 127.64 | 0.293 | 4.86 | 0.251 | |
| Ours (VSF)Method category=Autoregressive Methods2026.04 | 127.98 | 0.294 | 4.8 | 0.249 | |
| InternSVGMethod category=Autoregressive Methods, Parameters=8B2026.04 | 128.8 | 0.291 | 4.75 | 0.246 | |
| SVGenMethod category=Autoregressive Methods, Approach=RL-based2026.04 | 129.23 | 0.281 | 4.78 | 0.244 | |
| OmniSVGMethod category=Autoregressive Methods, Parameters=8B2026.04 | 130.56 | 0.276 | 4.6 | 0.242 | |
| Qwen3-VLMethod category=Autoregressive Methods, Training=SFT only2026.04 | 148.72 | 0.262 | 4.41 | 0.232 | |
| IconShopMethod category=Autoregressive Methods2026.04 | 213.28 | 0.288 | 4.55 | 0.244 | |
| VectorFusionMethod category=Optimization-based Methods2026.04 | 250.77 | 0.24 | 4.76 | 0.237 | |
| SVGDreamerMethod category=Optimization-based Methods2026.04 | 308.94 | 0.207 | 4.26 | 0.221 |