Vector Search on GloVe 1.18M x 100
86.5Recall@10MonaVec BF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MonaVec BFBit-width=4-bit, Index Type=Brute Force (BF), Distance Metric=cosine, Compute=single-core2026.06 | 86.5 | 42 | |
| hnswlib HNSW f32Bit-width=f32 (uncompressed), Index Type=HNSW, Distance Metric=cosine, Compute=single-core2026.06 | 82.7 | 5,184 | |
| MonaVec HNSWBit-width=4-bit, Index Type=HNSW, M=64, ef_search=throughput-favoring, Distance Metric=cosine, Compute=single-core2026.06 | 80.1 | 352 | |
| usearch HNSW f32Bit-width=f32 (uncompressed), Index Type=HNSW, Distance Metric=cosine, Compute=single-core2026.06 | 75.6 | 2,598 |