safety benchmark
FigQA
FigQA is a multiple-choice benchmark on interpreting scientific figures from biology papers. It evaluates dual-use biological knowledge and multimodal reasoning relevant to bioweapons development.
Updated Aug 11, 2026
Models3
Model coverage3
MetricScore
EvidenceB
FigQA Ranking
Higher score ranks better on this benchmark.
| 01 | AN | 89.0% | 100.0% | 3 | C | |
| 02 | AN | 78.3% | 50.0% | 3 | C | |
| 03 | XA | 34.0% | 0.0% | 3 | C |
FigQA Score Distribution
A closer view of the leading scores on this benchmark.
FigQA Highlights
The leading models and scores on this benchmark.
What is FigQA?
What FigQA measures and how its scores work.
FigQA is a multiple-choice benchmark on interpreting scientific figures from biology papers. It evaluates dual-use biological knowledge and multimodal reasoning relevant to bioweapons development.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- FigQA
- Modality
- multimodal
- Primary category
- safety
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- figqa|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about FigQA.
Which model scores highest on FigQA?
Claude Mythos Preview is currently ranked first with 89.0%.
What does FigQA measure?
FigQA is a multiple-choice benchmark on interpreting scientific figures from biology papers. It evaluates dual-use biological knowledge and multimodal reasoning relevant to bioweapons development.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
3 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.