Text-to-SVG Generation on Text-to-SVG Benchmark
64.11FIDLLM4SVG
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LLM4SVGType=LLM-based, Backbone=GPT-2-XL2024.12 | 64.11 | 0.3496 | 5.9836 | 0.2485 | 18 | |
| LLM4SVGType=LLM-based, Backbone=Phi-22024.12 | 65.98 | 0.3373 | 5.9124 | 0.2289 | 20 | |
| LLM4SVGType=LLM-based, Backbone=GPT-2 large2024.12 | 66.09 | 0.3205 | 5.8729 | 0.219 | 14 | |
| LLM4SVGType=LLM-based, Backbone=LLaVA2024.12 | 66.72 | 0.3296 | 5.6846 | 0.2177 | 25 | |
| DeepSVGType=NN-based2024.12 | 71.37 | 0.2118 | 3.0017 | 0.109 | 23 | |
| SVGDreamerType=Optim-based2024.12 | 72.68 | 0.3001 | 5.5432 | 0.2685 | 4,356 | |
| LLM4SVGType=LLM-based, Backbone=Falcon2024.12 | 77.13 | 0.3018 | 4.9846 | 0.2012 | 25 | |
| DiffSketcherType=Optim-based2024.12 | 77.35 | 0.2402 | 4.1562 | 0.2423 | 129 | |
| LLM4SVGType=LLM-based, Backbone=GPT-2 small2024.12 | 78.1 | 0.3129 | 5.7327 | 0.2076 | 12 | |
| SVG-VAEType=NN-based2024.12 | 79.25 | 0.1893 | 2.674 | 0.098 | 14 | |
| LIVE+VectorFusionType=Optim-based2024.12 | 84.71 | 0.2298 | 4.5165 | 0.2334 | 3,219 | |
| IconshopType=NN-based2024.12 | 85.45 | 0.2489 | 3.4682 | 0.1376 | 18 | |
| VectorFusionType=Optim-based2024.12 | 87.73 | 0.272 | 4.9845 | 0.245 | 1,127 | |
| StrokeNUWAType=NN-based2024.12 | 92.31 | 0.3001 | 5.5432 | 0.1659 | 20 | |
| EvolutionType=Optim-based2024.12 | 123.97 | 0.1932 | 4.0845 | 0.1955 | 4,942 | |
| CLIPDrawType=Optim-based2024.12 | 132.75 | 0.2486 | 3.9803 | 0.2347 | 520 |