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Multi-turn conversation performance on Math

94.5Avg PerformanceFull
63.71671.70879.787.692Feb 7, 2026

Evaluation results

MethodLinks
FullModel=GPT-5.2, Setting=Ideal instructions2026.0294.589.4
FullModel=DeepSeek-v3.2-Thinking, Setting=Ideal instructions2026.029481.6
FullModel=GPT-4o-mini, Setting=Ideal instructions2026.0287.270.9
Experience-Driven MediatorModel=DeepSeek-v3.2-Thinking, Setting=Ambiguous user inputs with Mediator2026.0286.367.3
Experience-Driven MediatorModel=GPT-5.2, Setting=Ambiguous user inputs with Mediator2026.0280.662
ShardedModel=DeepSeek-v3.2-Thinking, Setting=Ambiguous user inputs2026.0278.856.3
Experience-Driven MediatorModel=GPT-4o-mini, Setting=Ambiguous user inputs with Mediator2026.0277.770.4
ShardedModel=GPT-5.2, Setting=Ambiguous user inputs2026.0269.648.6
ShardedModel=GPT-4o-mini, Setting=Ambiguous user inputs2026.0264.945.6