OML-Team / open-metric-learning

Metric learning and retrieval pipelines, models and zoo.
https://open-metric-learning.readthedocs.io/en/latest/index.html
Apache License 2.0
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Add metric: area under global precision-recall curve #588

Open AlekseySh opened 5 months ago

AlekseySh commented 5 months ago

The metric is described here. So, the main difference from our map or precision is that it's not a query-wise metric, but a global one. In other words, there is the only precision-recall curve for all queries.

A few years ago I used an implementation from here, but not sure if it would be easy to adapt that code.

Check the existed OML metrics for reference.

image

AlekseySh commented 5 months ago

Linked with https://github.com/OML-Team/open-metric-learning/issues/589