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ResearchFormerly WizWand

FrontierScience-Olympiad

Benchmarks

TaskDatasetSOTA resultTrendResults

Mathematical Reasoning

FrontierScience-Olympiad

50.8Accuracy

63

Scientific Olympiad Reasoning

FrontierScience-Olympiad

43.5Biology Accuracy

30

Scientific Problem Solving

FrontierScience-Olympiad

5.59Token Efficiency Ratio (B_method/BMV)

27

Scientific olympiad problem solving

FrontierScience Olympiad

80Accuracy

12

LLM Self-Consistency Certification

FrontierScience Olympiad

53Bonferroni Score

10

Scientific problem solving

FrontierScience Olympiad N=20 (test)

—Primary metric

0