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Multiple Choice Question Answering on CommonsenseQA 7-shot (test)

81.33AccuracyQwen1.5-MoE-A2.7B with training-free loop wrapper
79.541280.005680.4780.9344May 22, 2026

Evaluation results

MethodLinks
Qwen1.5-MoE-A2.7B with training-free loop wrapperModel=Qwen1.5-MoE-A2.7B, Evaluation Protocol=7-shot, Loop Setting=Loop (Ours), Backbone Architecture=MoE, Iteration Mode=layer-mode, Integration Recipe=3-stage Runge–Kutta2026.0581.331.72
Qwen1.5-MoE-A2.7BModel=Qwen1.5-MoE-A2.7B, Evaluation Protocol=7-shot, Loop Setting=Base, Backbone Architecture=MoE2026.0579.61—