ResearchBenchmarksMathematical Reasoning on GSM8K (test) (Accuracy, Speed-up)Follow55.9AccuracyVinePPO50.90852.20453.554.796Feb 17, 2025Evaluation ResultsMethodMethodLinksAccuracySpeed-up FactorVinePPOLILO Integration=trueLILO Integration=true2025.0255.93.3PPOLILO Integration=trueLILO Integration=true2025.0253.21.9VinePPOLILO Integration=falseLILO Integration=false2025.0253.2—PPOLILO Integration=falseLILO Integration=false2025.0251.1—