Diverse Nearest Neighbor Search on MS SpaceV 1M (full)
10,197Search CostNone (Search only)
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| None (Search only)Search step=HNSW [28], Lambda (λ)=0.3, K=100, S=300, ε*=5869, L=58.32025.06 | 10,197 | -778 | 6,904 | 0.241 | — | 0.241 | — | — | |
| LotusFilterSearch step=HNSW [28], Lambda (λ)=0.3, K=100, S=300, ε*=5869, L=58.32025.06 | 10,648 | -5,592 | 5,776 | 0.31 | 0.016 | 0.326 | — | 37,000,000,000 | |
| ClusteringSearch step=HNSW [28], Lambda (λ)=0.3, K=100, S=300, ε*=5869, L=58.32025.06 | 11,384 | -2,049 | 7,354 | 0.309 | 0.372 | 0.681 | 8,000,000,000 | — | |
| GMMSearch step=HNSW [28], Lambda (λ)=0.3, K=100, S=300, ε*=5869, L=58.32025.06 | 12,054 | -9,525 | 5,580 | 0.31 | 0.367 | 0.677 | 8,000,000,000 | — |