For Qwen3-4B-Math→Qwen3-4B mathematical distillation, Table 1 reports γOPD as the best method on both average accuracy (69.49) and average pass rate (82.41), exceeding the teacher averages (68.10 and 79.81) and the strongest OPD-baseline averages.

For Qwen3-4B-Math→Qwen3-4B mathematical distillation, Table 1 reports γOPD as the best method on both average accuracy (69.49) and average pass rate (82.41), exceeding the teacher averages (68.10 and 79.81) and the strongest OPD-baseline averages. · CiteArk

测量结果

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保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。

每行是一项测量，分别显示论文报告、最近可用实测和累计证据状态。
指标与条件	论文报告	最近可用实测	证据判断
method: Student · dataset: AIME24	22.6%	—	尚未评估
method: Student · dataset: AIME24	60%	—	尚未评估
method: Student · dataset: AIME25	20.83%	—	尚未评估
method: Student · dataset: AIME25	33.33%	—	尚未评估
method: Student · dataset: AMC23	60.16%	—	尚未评估
method: Student · dataset: AMC23	92.5%	—	尚未评估
method: Student · dataset: MATH500	67.4%	—	尚未评估
method: Student · dataset: MATH500	72.6%	—	尚未评估
method: Student · dataset: Average	42.75%	—	尚未评估
method: Student · dataset: Average	64.61%	—	尚未评估
method: Teacher · dataset: AIME24	57.4%	—	尚未评估
method: Teacher · dataset: AIME24	76.67%	—	尚未评估

For Qwen3-4B-Math→Qwen3-4B mathematical distillation, Table 1 reports γOPD as the best method on both average accuracy (69.49) and average pass rate (82.41), exceeding the teacher averages (68.10 and 79.81) and the strongest OPD-baseline averages.

报告指标与观测值

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测量结果