ResearchBenchmarksMathematical Reasoning on MATH (test) (Accuracy, Speed-up)Mathematical Reasoning on MATH (test) (Accuracy, Speed-up)Follow24.9Final Test AccuracyVinePPO18.86820.4342223.566Feb 17, 2025Evaluation resultsMethodMethodLinksFinal Test AccuracySpeed-up (Steps)VinePPOLILO Integration=trueLILO Integration=true2025.0224.93.2VinePPOLILO Integration=falseLILO Integration=false2025.0222.8—PPOLILO Integration=trueLILO Integration=true2025.0221.82.5PPOLILO Integration=falseLILO Integration=false2025.0219.1—