A benchmark shows FAISS PQ reaches 98.4% retrieval precision in 0.24 MB, while Annoy gives fastest queries at about 16 microseconds with slightly lower accuracy.
GitHub - spotify/annoy: Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
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Optimizing Domain-Specific Image Retrieval: A Benchmark of FAISS and Annoy with Fine-Tuned Features
A benchmark shows FAISS PQ reaches 98.4% retrieval precision in 0.24 MB, while Annoy gives fastest queries at about 16 microseconds with slightly lower accuracy.