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ResearchFormerly WizWand

Uncertainty Estimation on CSQA

0.769AUROCBSDETECTOR
0.478840.554170.62950.70483Aug 30, 2023
Updated 8mo ago

Evaluation results

MethodLinks
BSDETECTORLLM=GPT-3.5 Turbo2023.080.769
BSDETECTORLLM=Text-Davinci-0032023.080.743
Temperature SamplingLLM=GPT-3.5 Turbo2023.080.583
Temperature SamplingLLM=Text-Davinci-0032023.080.54
Self-reflection CertaintyLLM=Text-Davinci-0032023.080.539
Self-reflection CertaintyLLM=GPT-3.5 Turbo2023.080.506
Likelihood Based UncertaintyLLM=Text-Davinci-0032023.080.49