ResearchBenchmarksMathematical Reasoning on GSM-Hard (Acc, Cost)Follow69.94AccuracyMACA51.94856.61961.2965.961May 25, 2026Evaluation ResultsMethodMethodLinksAccuracyCostMACAModel=DS-R1-Distill-Qw...Model=DS-R1-Distill-Qwen-14B2026.0569.9414,241.7DyLANModel=DS-R1-Distill-Qw...Model=DS-R1-Distill-Qwen-14B2026.0565.9149,780.3MACAModel=Qwen2.5-14B-Inst...Model=Qwen2.5-14B-Instruct2026.0563.282,966.4DyLANModel=Qwen2.5-14B-Inst...Model=Qwen2.5-14B-Instruct2026.0552.6413,926.8