Skip to content
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.

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

HubNSW/FlatNav benchmark--new HNSW-like NNS library #572

Open
jianshu93 opened this issue Feb 1, 2025 · 0 comments
Open

HubNSW/FlatNav benchmark--new HNSW-like NNS library #572

jianshu93 opened this issue Feb 1, 2025 · 0 comments

Comments

@jianshu93
Copy link

Dear Ann-benchmark team,

I am wondering whether the recently developed FlatNav (https://github.com/BlaiseMuhirwa/flatnav, paper here: https://arxiv.org/abs/2412.01940) or simple HubNSW, which use hubs in the dataset instead of hierarchy to guide navigation. According to my test, it is more accurate without losing speed and can be equally applied to datasets with more than 32 dimensions. They have python bindings so I think it is very easy to add to Ann-benchmark.

Let me know your thoughts for this.

Best,
Jianshu

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant