Fig. 3: Selective prediction analysis. | Nature

Fig. 3: Selective prediction analysis.

From: Large language models encode clinical knowledge

Fig. 3

Analysis of deferral behaviour of the Flan-PaLM 540B model with self-consistency. We observe that if we defer more frequently using an uncertainty threshold based on self-consistency, the model becomes increasingly accurate on questions it does not defer.

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