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ResearchFormerly WizWand

Uncertainty Estimation on RACE Llama-3.1-8B and Gemma-2-9B backbones (test)

91.3AUROCETN
33.954448.842263.7378.6178Apr 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
ETNBackbone=Gemma-2-9B, Measure=MP2026.0491.3
MCDBackbone=Gemma-2-9B, Measure=MP2026.0490.45
DeepEnsBackbone=Gemma-2-9B, Measure=MP2026.0489.41
MAP_CEBackbone=Gemma-2-9B, Measure=MP2026.0489.39
DMMBackbone=Gemma-2-9B, Measure=MP2026.0488.96
MAP_CEBackbone=Llama-3.1-8B, Measure=MP2026.0487.59
MCDBackbone=Llama-3.1-8B, Measure=MP2026.0487.11
DeepEnsBackbone=Llama-3.1-8B, Measure=MP2026.0486.03
ETNBackbone=Llama-3.1-8B, Measure=MP2026.0484.96
DMMBackbone=Gemma-2-9B, Measure=UM2026.0484.28
IB-EDLBackbone=Llama-3.1-8B, Measure=MP2026.0482.85
DMMBackbone=Llama-3.1-8B, Measure=MP2026.0482.34
ETNBackbone=Gemma-2-9B, Measure=UM2026.0480.97
IB-EDLBackbone=Gemma-2-9B, Measure=MP2026.0478.58
ETNBackbone=Llama-3.1-8B, Measure=UM2026.0477.69
IB-EDLBackbone=Llama-3.1-8B, Measure=UM2026.0477.21
DMMBackbone=Llama-3.1-8B, Measure=UM2026.0475.21
MAP_EDLBackbone=Gemma-2-9B, Measure=MP2026.0471.43
MAP_EDLBackbone=Llama-3.1-8B, Measure=MP2026.0470.1
IB-EDLBackbone=Gemma-2-9B, Measure=UM2026.0462.83
MAP_EDLBackbone=Gemma-2-9B, Measure=UM2026.0461.76
MAP_EDLBackbone=Llama-3.1-8B, Measure=UM2026.0461.71
LLBackbone=Llama-3.1-8B, Measure=MP2026.0445.04
LLBackbone=Gemma-2-9B, Measure=MP2026.0436.16