New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

ENH: information retrieval for embedding models #480

Open

3 tasks

ekorman opened this issue Mar 8, 2024 · 1 comment

Contributor

ekorman commented Mar 8, 2024

Feature Type

Adding new functionality to valor
Changing existing functionality in valor
Removing existing functionality in valor

Problem Description

We should have support for information retrieval metrics for evaluating embedding models. Standard metrics:

recall at k
precision at k
f1 at k
mAP at k
mRR at k
NDCG at k

see https://www.pinecone.io/learn/offline-evaluation/ and retrieval section of torchmetrics https://lightning.ai/docs/torchmetrics/stable/

Feature Description

New evaluate_embedding mehtod

Additional Context

No response

The text was updated successfully, but these errors were encountered:

Contributor

ntlind commented Mar 11, 2024

3/11: no pressing need here; fine to backlog

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment