Under joint math-and-code multi-teacher distillation into Qwen3-4B, γOPD records TotalAvg 66.00, the highest table value; it leads HumanEval+ and LiveCodeBench among code tasks and exceeds the teacher on the paper's average math and code comparisons, but not every individual benchmark or metric.

Under joint math-and-code multi-teacher distillation into Qwen3-4B, γOPD records TotalAvg 66.00, the highest table value; it leads HumanEval+ and LiveCodeBench among code tasks and exceeds the teacher on the paper's average math and code comparisons, but not every individual benchmark or metric. · CiteArk

Measurement results

0/65 assessed

0 supported0 disputed or conflicting65 not assessed

The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.

Each row is a measurement with its reported value, latest available observation, and cumulative evidence state.
Metric and conditions	Reported	Latest observation	Evidence judgment
method: Student · dataset: AIME24	22.6%	—	Not assessed
method: Student · dataset: AIME25	20.83%	—	Not assessed
method: Student · dataset: AMC23	60.16%	—	Not assessed
method: Student · dataset: MATH500	67.4%	—	Not assessed
method: Student · dataset: HumanEval+	75.61%	—	Not assessed
method: Student · dataset: MBPP+	61.9%	—	Not assessed
method: Student · dataset: LiveCodeBench v6	17.14%	—	Not assessed
method: Student · dataset: TotalAvg	47.15%	—	Not assessed
method: Teacher · dataset: AIME24	57.4%	—	Not assessed
method: Teacher · dataset: AIME25	51.67%	—	Not assessed
method: Teacher · dataset: AMC23	93.52%	—	Not assessed
method: Teacher · dataset: MATH500	69.8%	—	Not assessed

Under joint math-and-code multi-teacher distillation into Qwen3-4B, γOPD records TotalAvg 66.00, the highest table value; it leads HumanEval+ and LiveCodeBench among code tasks and exceeds the teacher on the paper's average math and code comparisons, but not every individual benchmark or metric.

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results