Approximate Nearest Neighbor Search
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
100Recall@10
54
Jun 11, 2026
-1QPS vs Recall Tier
9
Mar 10, 2026
54.3Storage overhead (GB)
6
May 11, 2026
0.098Storage overhead (GB)
6
May 11, 2026
1.88Storage overhead (GB)
6
May 11, 2026
1.71Storage Overhead (GB)
6
May 11, 2026
0.58Storage Overhead (GB)
6
May 11, 2026
3.74Storage Overhead (GB)
6
May 11, 2026
2,542,000Throughput (QPS)
4
Apr 14, 2026
227,000Throughput (QPS)
4
Apr 14, 2026
91,000Throughput (QPS)
4
Apr 14, 2026
87.39Recall@10
3
May 19, 2026
590.5Peak QPS (R@10 >= 95%)
3
Feb 26, 2026
0.16DRAM Capacity (TB)
2
Jun 12, 2026
96.5Recall@10
2
Apr 14, 2026
95Recall@5
2
Apr 14, 2026
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—Primary metric
0
Jun 4, 2026