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Benchmarks
Nearest Neighbor Search on UBC Trevi fine-tuned HN, 128-dim (N=5,000)
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27.6
Speed-up
HNSW
-0.064
7.118
14.3
21.482
Jun 25, 2026
Speed-up
Recall@1
Updated 29d ago
Evaluation Results
Method
Method
Links
Speed-up
Recall@1
HNSW
ef=10, Precision=approx.
2026.06
27.6
-
HN
K=16, alpha=1/8, Preci...
2026.06
9.5
-
HNSW
ef=50, Precision=approx.
2026.06
7.8
-
HNSW
ef=100, Precision=approx.
2026.06
4.8
-
HNSW
ef=200, Precision=approx.
2026.06
2.9
-
HNSW
ef=500, Precision=approx.
2026.06
1.3
-
Brute-force
Hardware=Intel Core Ul...
2026.06
1
-
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