Scientific Illustration Generation on FigureBench SURVEY
6.91Aesthetic ScoreAUTOFIGURE
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| AUTOFIGURE2026.02 | 6.91 | 6.31 | 6.65 | 7.5 | 7.44 | 7.54 | 6.75 | 6.83 | 6.99 | 0.781 | |
| Gemini-HTMLBase Model=Gemini, Output Format=HTML2026.02 | 4.77 | 3.59 | 4.88 | 6.99 | 6.52 | 8.04 | 7.04 | 5.55 | 5.92 | 0.375 | |
| Gemini-SVGBase Model=Gemini, Output Format=SVG2026.02 | 4.28 | 3.16 | 4.25 | 6.51 | 6.06 | 7.25 | 6.16 | 5.04 | 5.34 | 0.441 | |
| GPT-ImageBase Model=GPT, Output Format=Image2026.02 | 3.65 | 2.85 | 3.71 | 6.28 | 5.79 | 5.87 | 4.59 | 4.26 | 4.63 | 0.175 | |
| Diagram Agent2026.02 | 2.11 | 1.55 | 1.77 | 2.69 | 2.67 | 2.86 | 2.06 | 2.07 | 2.22 | 0 |