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Diverse Nearest Neighbor Search on OpenAI dataset
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0.331
Search Cost
None (Search only)
0.32812
0.34756
0.367
0.38644
Jun 5, 2025
Search Cost
Diversification Cost
Final Cost (f)
Runtime: Search (ms)
Runtime: Filter (ms)
Runtime: Total (ms)
Memory Overhead (x_n) [bit]
Memory Overhead (L_n) [bit]
Updated 4d ago
Evaluation Results
Method
Method
Links
Search Cost
Diversification Cost
Final Cost (f)
Runtime: Search (ms)
Runtime: Filter (ms)
Runtime: Total (ms)
Memory Overhead (x_n) [bit]
Memory Overhead (L_n) [bit]
None (Search only)
Search step=HNSW [28],...
2025.06
0.331
-0.107
0.2
0.855
-
0.855
-
-
LotusFilter
Search step=HNSW [28],...
2025.06
0.358
-0.266
0.171
1
0.02
1.03
-
-
Clustering
Search step=HNSW [28],...
2025.06
0.384
-0.152
0.223
0.941
6.94
7.88
-
-
GMM
Search step=HNSW [28],...
2025.06
0.403
-0.351
0.177
0.977
13.4
14.4
-
-
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