ResearchBenchmarksReasoning on MMLU (Detailed Accuracy Statistics and Token Costs)Follow78.32Mean AccuracyACTIVE75.574476.28727777.7128May 7, 2026Evaluation ResultsMethodMethodLinksMean AccuracyAccuracy STDAccuracy Q1Accuracy 25th PercentileToken Cost (Select Phase)Token Cost (Train Phase)Token Cost (Test Phase)ACTIVESetup=ACTIVESetup=ACTIVE2026.0578.321.876.4776.250.80.120.67RANDOMSetup=RANDOMSetup=RANDOM2026.0576.873.7273.272—0.110.67NO TRAINSetup=NO TRAINSetup=NO TRAIN2026.0575.682.175.1673.41——1.04