Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Nearest Neighbor Search on UBC Trevi fine-tuned HN, 128-dim (N=99,000)
Loading...
100
Recall@1
Brute-force
94.8
96.15
97.5
98.85
Jun 25, 2026
Recall@1
Speed-up
Updated 29d ago
Evaluation Results
Method
Method
Links
Recall@1
Speed-up
Brute-force
Precision=exact
2026.06
100
1
HN
K=16, alpha=0, Precisi...
2026.06
100
12.7
HN
K=16, alpha=1/32, Prec...
2026.06
100
12.6
HN
K=16, alpha=1/16, Prec...
2026.06
100
12.6
HN
K=16, alpha=1/8, Preci...
2026.06
100
12.5
HN
K=16, alpha=1/4, Preci...
2026.06
100
10.4
HNSW
ef=100
2026.06
100
63.5
HNSW
ef=200
2026.06
100
35.3
HNSW
ef=500
2026.06
100
15.8
HNSW
ef=50
2026.06
99.9
111.9
HNSW
ef=10
2026.06
95
349
Feedback
Search any
task
Search any
task
