In rollout count ablation on Qwen3-0.6B-Base, increasing K from 1 to 2 yields a significant performance jump (from 15.15% to 20.20% on GPQA-Diamond, and from 6.67% to 10.00% on AIME 25 Pass@16), while further increasing K to 4 or 8 yields negligible marginal benefits.

In rollout count ablation on Qwen3-0.6B-Base, increasing K from 1 to 2 yields a significant performance jump (from 15.15% to 20.20% on GPQA-Diamond, and from 6.67% to 10.00% on AIME 25 Pass@16), while further increasing K to 4 or 8 yields negligible marginal benefits. · CiteArk

测量结果

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论文报告	最近可用实测	证据判断
6.67 percentage_points	—	尚未评估
6.67 percentage_points	—	尚未评估
22.8 percentage_points	—	尚未评估
15.15 percentage_points	—	尚未评估
6.67 percentage_points	—	尚未评估
10 percentage_points	—	尚未评估
24.2 percentage_points	—	尚未评估
20.2 percentage_points	—	尚未评估
20.71 percentage_points	—	尚未评估
20.71 percentage_points	—	尚未评估

In rollout count ablation on Qwen3-0.6B-Base, increasing K from 1 to 2 yields a significant performance jump (from 15.15% to 20.20% on GPQA-Diamond, and from 6.67% to 10.00% on AIME 25 Pass@16), while further increasing K to 4 or 8 yields negligible marginal benefits.

报告指标与观测值

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测量结果