Text-to-SVG on SVGX-Dataset
4.64FIDSVGFusion-L
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SVGFusion-LModel Variant=Large, Denoising steps=20, Solver=dpm-solver2024.12 | 4.64 | 39.9 | 5.673 | 29 | 36 | |
| SVGFusion-BModel Variant=Base, Denoising steps=20, Solver=dpm-solver2024.12 | 5.77 | 38.9 | 5.373 | 28.1 | 28 | |
| SVGFusion-SModel Variant=Small, Denoising steps=20, Solver=dpm-solver2024.12 | 9.62 | 37.3 | 5.25 | 27.5 | 24 | |
| IconshopMethod Category=Language-model-based2024.12 | 52.22 | 25.1 | 3.474 | 14 | 1 | |
| DeepSVGMethod Category=Language-model-based2024.12 | 69.22 | 21.2 | 3.019 | 11.4 | 2 | |
| SVGDreamerMethod Category=Optimization-based2024.12 | 70.1 | 36 | 5.543 | 26.9 | 35 | |
| DiffSketcherMethod Category=Optimization-based2024.12 | 72.3 | 31 | 5.156 | 24.2 | 10 | |
| SVG-VAEMethod Category=Language-model-based2024.12 | 76.22 | 19 | 2.773 | 10.1 | 1 | |
| LIVE+VFMethod Category=Optimization-based2024.12 | 82.22 | 31 | 4.517 | 25.3 | 30 | |
| VectorFusionMethod Category=Optimization-based2024.12 | 84.53 | 30.9 | 4.985 | 26.4 | 10 | |
| StrokeNUWAMethod Category=Language-model-based2024.12 | 89.1 | 30 | 2.543 | 16.9 | 19 | |
| Word-As-ImgMethod Category=Optimization-based2024.12 | 101.22 | 30.2 | 3.276 | 15.1 | 5 | |
| CLIPDrawMethod Category=Optimization-based2024.12 | 116.65 | 24.9 | 3.98 | 13.5 | 5 | |
| EvolutionMethod Category=Optimization-based2024.12 | 121.43 | 19.3 | 2.124 | 11.5 | 47 |