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ResearchFormerly WizWand

Nearest Neighbor Search

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

97.3Recall@10

12

Apr 14, 2026

UBC Trevi fine-tuned HN, 128-dim (N=99,000)

100Recall@1

11

Jun 26, 2026

UBC Trevi fine-tuned HN, 128-dim (N=5,000)

27.6Speed-up

7

Jun 26, 2026

UBC Trevi fine-tuned HN, 128-dim (N=1,000)

9.5Speed-up

7

Jun 26, 2026

95R@10

6

Jun 11, 2026

SIFT 10M (streaming)

84.47Recall@10

3

May 19, 2026

SIFT-10M 1M (streaming)

83.91Recall@10

3

May 19, 2026