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ResearchFormerly WizWand

Question Answering on ClimaQA

82.53AccuracyAttribution
69.353272.774176.19579.6159Apr 28, 2026
Updated 6mo ago

Evaluation results

MethodLinks
AttributionIteration=Iter. 2, Selection Ratio=0.2, Model Scale=14b base model2026.0482.53
AttributionIteration=Iter. 1, Selection Ratio=0.2, Model Scale=14b base model2026.0482.19
TSDSIteration=Iter. 1, Selection Ratio=0.2, Model Scale=14b base model2026.0481.85
TSDSIteration=Iter. 1, Selection Ratio=0.5, Model Scale=14b base model2026.0481.85
EVOSELECTIteration=Iter. 1, Selection Ratio=0.2, Model Scale=14b base model2026.0481.85
DiversityIteration=Iter. 2, Selection Ratio=0.2, Model Scale=14b base model2026.0481.85
TSDSIteration=Iter. 2, Selection Ratio=0.2, Model Scale=14b base model2026.0481.51
EVOSELECTIteration=Iter. 2, Selection Ratio=0.5, Model Scale=14b base model2026.0481.51
DiversityIteration=Iter. 1, Selection Ratio=0.5, Model Scale=14b base model2026.0481.16
Attr-DivIteration=Iter. 1, Selection Ratio=0.2, Model Scale=14b base model2026.0481.16
Attr-DivIteration=Iter. 1, Selection Ratio=0.5, Model Scale=14b base model2026.0481.16
TSDSIteration=Iter. 2, Selection Ratio=0.5, Model Scale=14b base model2026.0481.16
EVOSELECTIteration=Iter. 1, Selection Ratio=0.5, Model Scale=14b base model2026.0480.82
DiversityIteration=Iter. 2, Selection Ratio=0.5, Model Scale=14b base model2026.0480.82
EVOSELECTIteration=Iter. 2, Selection Ratio=0.2, Model Scale=14b base model2026.0480.82
RandomIteration=Iter. 1, Selection Ratio=0.2, Model Scale=14b base model2026.0480.48
DiversityIteration=Iter. 1, Selection Ratio=0.2, Model Scale=14b base model2026.0480.48
RandomIteration=Iter. 2, Selection Ratio=0.5, Model Scale=14b base model2026.0480.48
RandomIteration=Iter. 1, Selection Ratio=0.5, Model Scale=14b base model2026.0480.14
RandomIteration=Iter. 2, Selection Ratio=0.2, Model Scale=14b base model2026.0480.14
AllIteration=Iter. 1, Model Scale=14b base model2026.0479.79
AllIteration=Iter. 2, Model Scale=14b base model2026.0479.79
Attr-DivIteration=Iter. 2, Selection Ratio=0.5, Model Scale=14b base model2026.0479.79
BaseModel Scale=14b base model2026.0479.45
AttributionIteration=Iter. 2, Selection Ratio=0.5, Model Scale=14b base model2026.0479.45
Attr-DivIteration=Iter. 2, Selection Ratio=0.2, Model Scale=14b base model2026.0479.45
AttributionIteration=Iter. 1, Selection Ratio=0.5, Model Scale=14b base model2026.0479.11
EVOSELECTIteration=1, Selection Ratio=0.5, Base Model=3b base model2026.0475.68
AttributionIteration=2, Selection Ratio=0.5, Base Model=3b base model2026.0475.34
AttributionIteration=1, Selection Ratio=0.5, Base Model=3b base model2026.0475
EVOSELECTIteration=2, Selection Ratio=0.5, Base Model=3b base model2026.0475
RandomIteration=1, Selection Ratio=0.2, Base Model=3b base model2026.0474.66
AllIteration=2, Selection Ratio=1.0, Base Model=3b base model2026.0474.66
DiversityIteration=2, Selection Ratio=0.5, Base Model=3b base model2026.0474.66
EVOSELECTIteration=2, Selection Ratio=0.2, Base Model=3b base model2026.0474.32
DiversityIteration=1, Selection Ratio=0.5, Base Model=3b base model2026.0473.97
EVOSELECTIteration=1, Selection Ratio=0.2, Base Model=3b base model2026.0473.97
BaseIteration=0, Selection Ratio=N/A, Base Model=3b base model2026.0473.29
AllIteration=1, Selection Ratio=1.0, Base Model=3b base model2026.0473.29
Attr-DivIteration=2, Selection Ratio=0.5, Base Model=3b base model2026.0473.29
TSDSIteration=1, Selection Ratio=0.5, Base Model=3b base model2026.0472.95
RandomIteration=1, Selection Ratio=0.5, Base Model=3b base model2026.0472.6
TSDSIteration=2, Selection Ratio=0.5, Base Model=3b base model2026.0472.6
TSDSIteration=1, Selection Ratio=0.2, Base Model=3b base model2026.0471.58
RandomIteration=2, Selection Ratio=0.2, Base Model=3b base model2026.0471.58
TSDSIteration=2, Selection Ratio=0.2, Base Model=3b base model2026.0471.58
DiversityIteration=2, Selection Ratio=0.2, Base Model=3b base model2026.0471.23
Attr-DivIteration=2, Selection Ratio=0.2, Base Model=3b base model2026.0471.23
AttributionIteration=1, Selection Ratio=0.2, Base Model=3b base model2026.0470.89
DiversityIteration=1, Selection Ratio=0.2, Base Model=3b base model2026.0470.55
RandomIteration=2, Selection Ratio=0.5, Base Model=3b base model2026.0470.55
Attr-DivIteration=1, Selection Ratio=0.2, Base Model=3b base model2026.0470.21
Attr-DivIteration=1, Selection Ratio=0.5, Base Model=3b base model2026.0470.21
AttributionIteration=2, Selection Ratio=0.2, Base Model=3b base model2026.0469.86