RetrievalRecall vs RetrievalHitRate #1387
zhiqiangdon
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@Borda Could you give some explanations? |
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It seems that RetrievalRecall and RetrievalHitRate are two different metrics based on their implementations.
https://github.com/Lightning-AI/metrics/blob/master/src/torchmetrics/functional/retrieval/recall.py#L60-L61
https://github.com/Lightning-AI/metrics/blob/master/src/torchmetrics/functional/retrieval/hit_rate.py#L56-L57
Shouldn't recall and hit rate be the same metric? I did some search on their difference. In this wikipedia page (https://en.wikipedia.org/wiki/Evaluation_measures_(information_retrieval)), only recall is mentioned. This blog (https://learncuriously.wordpress.com/2018/10/21/confused-by-the-confusion-matrix/) said that they are the same thing with just two different names. Thanks!
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