Text-to-SVG on MMSVG Illustration
137.79FIDOurs (VSF+RaV)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours (VSF+RaV)Method category=Autoregressive Methods2026.04 | 137.79 | 0.237 | 4.73 | 0.242 | |
| Ours (VSF)Method category=Autoregressive Methods2026.04 | 137.86 | 0.235 | 4.69 | 0.241 | |
| IconShopMethod category=Autoregressive Methods2026.04 | 137.93 | 0.233 | 4.46 | 0.224 | |
| InternSVGMethod category=Autoregressive Methods, Parameters=8B2026.04 | 138.1 | 0.229 | 4.58 | 0.234 | |
| OmniSVGMethod category=Autoregressive Methods, Parameters=8B2026.04 | 138.42 | 0.231 | 4.51 | 0.232 | |
| SVGenMethod category=Autoregressive Methods, Approach=RL-based2026.04 | 139.53 | 0.22 | 4.61 | 0.23 | |
| Qwen3-VLMethod category=Autoregressive Methods, Training=SFT only2026.04 | 155.84 | 0.221 | 4.33 | 0.221 | |
| VectorFusionMethod category=Optimization-based Methods2026.04 | 253.94 | 0.185 | 4.94 | 0.226 | |
| SVGDreamerMethod category=Optimization-based Methods2026.04 | 419.7 | 0.201 | 4.37 | 0.221 |