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Question Answering on MedMCQA (val)

90AccuracyHuman (expert score)
48.459.27080.8Jul 17, 2022

Evaluation results

MethodLinks
Human (expert score)2022.0790
GPT-4Date=20232022.0773.7
MedPalm v2Date=20232022.0772.3
Codex 5-shot CoTDate=2022, Few-shot shots=5, Chain-of-Thought (CoT)=true, Ensemble samples (k)=1002022.0759.7
Llama-2 5-shot CoTDate=2023, Model Parameters=70B, Few-shot shots=5, Chain-of-Thought (CoT)=true, Ensemble samples (k)=502022.0753.6
GalacticaDate=2022, Evaluation Protocol=Finetuned SOTA2022.0752.9
Human (passing score)2022.0750