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Query: understanding hallucination rate on the chart #95

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d6y opened this issue Jan 31, 2025 · 0 comments
Open

Query: understanding hallucination rate on the chart #95

d6y opened this issue Jan 31, 2025 · 0 comments

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@d6y
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d6y commented Jan 31, 2025

Many thanks for maintaining this leader board.

I'd like to check I've understood what the hallucination rate means on the chart.

E.g., for 1.3% hallucination rate, I think it means "summaries were evaluated by HHEM and only 1.3% of the summaries were predicted to have a hallucinations score (from HHEM) below 0.5".

Or is it perhaps: out of N summaries evaluated for a given model (Gemini 2 flash exp, for example), we found that 1.3% of the summaries actually contained hallucinations and the rest did not.

Help on understanding this would be much appreciated.

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