ResearchBenchmarksMathematical Reasoning on Math reasoning tasks (Pass@4)Mathematical Reasoning on Math reasoning tasks (Pass@4)Follow67.43Math Avg. Pass@4 (Before)AOPD64.41465.19765.9866.763May 7, 2026Evaluation resultsMethodMethodLinksMath Avg. Pass@4 (Before)Math Avg. Pass@4 (After)Math Pass@4 Drop (After - Before)AOPDSFT warm-up=3K, Contin...SFT warm-up=3K, Continual learning=true2026.0567.4368.040.61GKDSFT warm-up=3K, Contin...SFT warm-up=3K, Continual learning=true2026.0566.9664.54-2.42OPDSFT warm-up=3K, Contin...SFT warm-up=3K, Continual learning=true2026.0566.6459.15-7.49ExOPDSFT warm-up=3K, Contin...SFT warm-up=3K, Continual learning=true2026.0564.5363.04-1.49