Model

Gemma-4-12B-it

Google

Coding

Benchmark	Score	Metric	Harness	Source	Confidence	Link
SolBehave	57.9	success_rate	N/A	Independent	medium	arxiv.org

Benchmark	Score	Metric	Harness	Source	Confidence	Link
CREATE	37.8	accuracy	N/A	Independent	medium	arxiv.org
MVGraph	20.5	accuracy	N/A	Independent	medium	arxiv.org
Visual Sanad	0.5	discrimination	N/A	Independent	medium	arxiv.org

Benchmark	Score	Metric	Harness	Source	Confidence	Link
LinguaGuardBench	1.0	flip_rate	N/A	Independent	medium	arxiv.org