Nearest Neighbor Search on UBC Trevi fine-tuned HN, 128-dim (N=99,000)
100Recall@1Brute-force
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Brute-forcePrecision=exact2026.06 | 100 | 1 | |
| HNK=16, alpha=0, Precision=exact2026.06 | 100 | 12.7 | |
| HNK=16, alpha=1/32, Precision=exact2026.06 | 100 | 12.6 | |
| HNK=16, alpha=1/16, Precision=exact2026.06 | 100 | 12.6 | |
| HNK=16, alpha=1/8, Precision=exact2026.06 | 100 | 12.5 | |
| HNK=16, alpha=1/4, Precision=exact2026.06 | 100 | 10.4 | |
| HNSWef=1002026.06 | 100 | 63.5 | |
| HNSWef=2002026.06 | 100 | 35.3 | |
| HNSWef=5002026.06 | 100 | 15.8 | |
| HNSWef=502026.06 | 99.9 | 111.9 | |
| HNSWef=102026.06 | 95 | 349 |