Diverse Nearest Neighbor Search on OpenAI dataset
0.331Search CostNone (Search only)
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| None (Search only)Search step=HNSW [28], Lambda (λ)=0.3, K=100, S=500, epsilon*=0.277, L=19.82025.06 | 0.331 | -0.107 | 0.2 | 0.855 | — | 0.855 | — | — | |
| LotusFilterSearch step=HNSW [28], Lambda (λ)=0.3, K=100, S=500, epsilon*=0.277, L=19.82025.06 | 0.358 | -0.266 | 0.171 | 1 | 0.02 | 1.03 | — | — | |
| ClusteringSearch step=HNSW [28], Lambda (λ)=0.3, K=100, S=500, epsilon*=0.277, L=19.82025.06 | 0.384 | -0.152 | 0.223 | 0.941 | 6.94 | 7.88 | — | — | |
| GMMSearch step=HNSW [28], Lambda (λ)=0.3, K=100, S=500, epsilon*=0.277, L=19.82025.06 | 0.403 | -0.351 | 0.177 | 0.977 | 13.4 | 14.4 | — | — |