Nearest Neighbor Search on UBC Trevi fine-tuned HN, 128-dim (N=5,000)
27.6Speed-upHNSW
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HNSWef=10, Precision=approx.2026.06 | 27.6 | — | |
| HNK=16, alpha=1/8, Precision=exact2026.06 | 9.5 | — | |
| HNSWef=50, Precision=approx.2026.06 | 7.8 | — | |
| HNSWef=100, Precision=approx.2026.06 | 4.8 | — | |
| HNSWef=200, Precision=approx.2026.06 | 2.9 | — | |
| HNSWef=500, Precision=approx.2026.06 | 1.3 | — | |
| Brute-forceHardware=Intel Core Ultra 7 256V, Precision=exact2026.06 | 1 | — |