SciFigure2Code: leaderboard
Metric: Overall (0-100, image-only zero-shot). Source: arxiv.org. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.7 | 83.5 |
| 2 | Claude Opus 4.6 | 80.31 |
| 3 | Claude Sonnet 4.6 | 76.87 |
| 4 | GLM-4.5V | 64.76 |
| 5 | Qwen 3.5 122B A10B | 64.05 |
| 6 | Gemma 4 31B (IT) | 48.59 |
| 7 | Pixtral-12B | 20.15 |
Interactive version: theaggregate.ai/benchmark?slug=scifigure2code · How It Works · Data refreshed daily, snapshot 2026-09-20.