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ResearchFormerly WizWand

Uncertainty Estimation on OBQA

88.03AUROCDeepEns
27.616443.300758.98574.6693Apr 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DeepEnsBackbone=Gemma-2-9B, Measure=MP2026.0488.03
ETNBackbone=Llama-3.1-8B, Measure=MP2026.0483.21
MCDBackbone=Llama-3.1-8B, Measure=MP2026.0483.02
ETNBackbone=Gemma-2-9B, Measure=MP2026.0482.68
MAP_CEBackbone=Llama-3.1-8B, Measure=MP2026.0481.94
MCDBackbone=Gemma-2-9B, Measure=MP2026.0481.83
MAP_CEBackbone=Gemma-2-9B, Measure=MP2026.0481.35
IB-EDLBackbone=Gemma-2-9B, Measure=MP2026.0480.67
DeepEnsBackbone=Llama-3.1-8B, Measure=MP2026.0480.61
IB-EDLBackbone=Llama-3.1-8B, Measure=MP2026.0479.98
DMMBackbone=Gemma-2-9B, Measure=MP2026.0477.97
DMMBackbone=Llama-3.1-8B, Measure=MP2026.0477.12
MAP_EDLBackbone=Gemma-2-9B, Measure=MP2026.0476.9
DMMBackbone=Gemma-2-9B, Measure=UM2026.0475.12
ETNBackbone=Llama-3.1-8B, Measure=UM2026.0473.6
DMMBackbone=Llama-3.1-8B, Measure=UM2026.0469.32
IB-EDLBackbone=Gemma-2-9B, Measure=UM2026.0469.3
ETNBackbone=Gemma-2-9B, Measure=UM2026.0464.87
MAP_EDLBackbone=Llama-3.1-8B, Measure=MP2026.0464.44
IB-EDLBackbone=Llama-3.1-8B, Measure=UM2026.0463.71
MAP_EDLBackbone=Gemma-2-9B, Measure=UM2026.0456.79
MAP_EDLBackbone=Llama-3.1-8B, Measure=UM2026.0448.6
LLBackbone=Llama-3.1-8B, Measure=MP2026.0441.32
LLBackbone=Gemma-2-9B, Measure=MP2026.0429.94