Scientific Figure Generation on FigureBench Paper category
7.28Aesthetic QualityAutoFigure
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| AutoFigure2026.02 | 7.28 | 6.99 | 6.92 | 7.34 | 7.87 | 6.96 | 6.51 | 6.4 | 7.03 | 53 | |
| AUTOFIGURE2026.02 | 7.28 | 6.99 | 6.92 | 7.34 | 7.87 | 6.96 | 6.51 | 6.4 | 7.03 | 53 | |
| HTML-Code2026.02 | 5.9 | 5.04 | 5.84 | 7.17 | 7.38 | 6.99 | 6.37 | 6.15 | 6.35 | 11 | |
| HTML-CodeOutput Format=HTML2026.02 | 5.9 | 5.04 | 5.84 | 7.17 | 7.38 | 6.99 | 6.37 | 6.15 | 6.35 | 11 | |
| SVG-Code2026.02 | 5 | 4.19 | 4.89 | 6.34 | 6.48 | 6.15 | 5.53 | 5.37 | 5.49 | 31 | |
| SVG-CodeOutput Format=SVG2026.02 | 5 | 4.19 | 4.89 | 6.34 | 6.48 | 6.15 | 5.53 | 5.37 | 5.49 | 31 | |
| GPT-Image2026.02 | 4.24 | 3.47 | 4 | 5.63 | 5.63 | 4.77 | 4.08 | 4.25 | 3.47 | 7 | |
| GPT-ImageBase Model=GPT, Output Format=Image2026.02 | 4.24 | 3.47 | 4 | 5.63 | 5.63 | 4.77 | 4.08 | 4.25 | 3.47 | 7 | |
| AutoPresent2026.02 | 2.74 | 1.79 | 2 | 2.87 | 2.91 | 3.15 | 2.6 | 2.35 | 2.55 | 10 | |
| Diagram Agent2026.02 | 2.25 | 1.73 | 2.04 | 2.67 | 2.49 | 2.11 | 1.72 | 1.94 | 2.12 | 0 | |
| Diagram Agent2026.02 | 2.25 | 1.73 | 2.04 | 2.67 | 2.49 | 2.11 | 1.72 | 1.94 | 2.12 | 0 | |
| TikZero2026.02 | 2 | 1.5 | 1 | 1 | 1.5 | 1 | 1 | 1 | 1.25 | 0 | |
| TikZero+2026.02 | 1.52 | 1.25 | 1.38 | 1.9 | 1.93 | 1.2 | 1.1 | 1.35 | 1.45 | 0 |