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mahlernim avatar mahlernim commented on June 18, 2024

We performed a blind evaluation of ChatDoctor and ChatGPT against each other to fairly assess their medical capabilities. In the comparison of recommending medications based on diseases, our ChatDoctor achieved 91.25% accuracy compared to ChatGPT’s 87.5%.

This is what is described in the paper.
I assume the authors manually rated correctness of random samles (a multiple of 80) and reported the results as described above.

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Jeffwan avatar Jeffwan commented on June 18, 2024

@mahlernim Thanks for the reply. The tricky thing is they share some samples but those example don't seems to be able to calculate the accuracy (91.25% vs 87.5%). I think normally we use Exact Match or multi-choice to calculate the accuracy. Those questions are hard to evaluate based on my understanding. Do you have any clues?

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mahlernim avatar mahlernim commented on June 18, 2024

@Jeffwan No clues actually. My educated guess is they asked blinded human experts to grade the "correctness" in a binary fashion.

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