On Qwen3-30B-A3B at the conservative tier, damping DIEP’s similarity term raises the suite mean from 54.32 to 61.60, while removing it entirely (NAEE) yields 63.92; conservative DIEP deficits versus FIXED-K do not vary monotonically with native K.

On Qwen3-30B-A3B at the conservative tier, damping DIEP’s similarity term raises the suite mean from 54.32 to 61.60, while removing it entirely (NAEE) yields 63.92; conservative DIEP deficits versus FIXED-K do not vary monotonically with native K. · CiteArk

测量结果

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指标与条件	论文报告	最近可用实测	证据判断
printedValue: 54.32	54.32 percentage points	—	尚未评估
printedValue: 61.60	61.6 percentage points	—	尚未评估
printedValue: 63.92	63.92 percentage points	—	尚未评估
printedValue: −11.27	-11.27 percentage points	—	尚未评估
printedValue: −11.11	-11.11 percentage points	—	尚未评估
printedValue: −2.38	-2.38 percentage points	—	尚未评估
printedValue: −2.16	-2.16 percentage points	—	尚未评估

On Qwen3-30B-A3B at the conservative tier, damping DIEP’s similarity term raises the suite mean from 54.32 to 61.60, while removing it entirely (NAEE) yields 63.92; conservative DIEP deficits versus FIXED-K do not vary monotonically with native K.

报告指标与观测值

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测量结果