Equation-to-Visual Generation on E2V-Bench cartoon-style
98.3Quantity AccuracyDSL-based method
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DSL-based methodCategory=DSL-based2026.05 | 98.3 | 98.3 | |
| GPT-Image-1Category=Closed-source2026.05 | 22.3 | 17 | |
| LMDCategory=Layout-to-image2026.05 | 15.3 | 9.7 | |
| BagelCategory=Transformer-based2026.05 | 11 | 8 | |
| Flux.1-devCategory=Diffusion-based2026.05 | 9.3 | 5.7 | |
| SD-3.5-largeCategory=Diffusion-based2026.05 | 8.3 | 5 | |
| Recraft-v3Category=Closed-source2026.05 | 5.7 | 2.7 | |
| Show-oCategory=Transformer-based2026.05 | 4.3 | 3 | |
| PAECategory=Prompt refinement2026.05 | 3 | 1 | |
| BlueprintCategory=Layout-to-image2026.05 | 1.3 | 1 |