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ResearchFormerly WizWand

Scientific Question Answering on MMLU

79.45AccuracyEVOSELECT
78.482878.733978.98579.2361Apr 28, 2026
Updated 6mo ago

Evaluation results

MethodLinks
EVOSELECTIteration=Iter. 1, Selection Ratio=0.2, Model Scale=14b base model2026.0479.45
Attr-DivIteration=Iter. 2, Selection Ratio=0.2, Model Scale=14b base model2026.0479.28
RandomIteration=Iter. 1, Selection Ratio=0.2, Model Scale=14b base model2026.0479.22
EVOSELECTIteration=Iter. 2, Selection Ratio=0.2, Model Scale=14b base model2026.0479.22
AttributionIteration=Iter. 1, Selection Ratio=0.2, Model Scale=14b base model2026.0479.19
EVOSELECTIteration=Iter. 1, Selection Ratio=0.5, Model Scale=14b base model2026.0479.18
RandomIteration=Iter. 2, Selection Ratio=0.2, Model Scale=14b base model2026.0479.18
DiversityIteration=Iter. 2, Selection Ratio=0.2, Model Scale=14b base model2026.0479.15
EVOSELECTIteration=Iter. 2, Selection Ratio=0.5, Model Scale=14b base model2026.0479.14
TSDSIteration=Iter. 2, Selection Ratio=0.2, Model Scale=14b base model2026.0479.13
TSDSIteration=Iter. 2, Selection Ratio=0.5, Model Scale=14b base model2026.0479.12
AllIteration=Iter. 1, Model Scale=14b base model2026.0479.11
AttributionIteration=Iter. 2, Selection Ratio=0.2, Model Scale=14b base model2026.0479.07
AttributionIteration=Iter. 1, Selection Ratio=0.5, Model Scale=14b base model2026.0479.06
TSDSIteration=Iter. 1, Selection Ratio=0.2, Model Scale=14b base model2026.0479.03
DiversityIteration=Iter. 2, Selection Ratio=0.5, Model Scale=14b base model2026.0479.03
Attr-DivIteration=Iter. 1, Selection Ratio=0.2, Model Scale=14b base model2026.0478.91
AttributionIteration=Iter. 2, Selection Ratio=0.5, Model Scale=14b base model2026.0478.89
DiversityIteration=Iter. 1, Selection Ratio=0.2, Model Scale=14b base model2026.0478.86
Attr-DivIteration=Iter. 1, Selection Ratio=0.5, Model Scale=14b base model2026.0478.86
BaseModel Scale=14b base model2026.0478.82
RandomIteration=Iter. 1, Selection Ratio=0.5, Model Scale=14b base model2026.0478.79
DiversityIteration=Iter. 1, Selection Ratio=0.5, Model Scale=14b base model2026.0478.75
TSDSIteration=Iter. 1, Selection Ratio=0.5, Model Scale=14b base model2026.0478.75
RandomIteration=Iter. 2, Selection Ratio=0.5, Model Scale=14b base model2026.0478.66
AllIteration=Iter. 2, Model Scale=14b base model2026.0478.52
Attr-DivIteration=Iter. 2, Selection Ratio=0.5, Model Scale=14b base model2026.0478.52