SIFT
Benchmarks
TaskDatasetSOTA resultTrendResults
SIFT1M
100Recall@10
54
SIFT-1M
97.3Recall@10
12
SIFT 1M (streaming)
96.6Recall
10
SIFT-1M-label 1.0 (train)
11Indexing Time (s)
9
SIFT 1M
1.65Construction Time (s)
8
SIFT
47.1Accuracy
5
SIFT 1M
41,847Throughput (QPS)
5
SIFT
0.13Memory (GB)
4
SIFT 10M (streaming)
84.47Recall@10
3
SIFT-10M 1M (streaming)
83.91Recall@10
3
SIFT 100M
1.53Index Construction Time (h)
2
SIFT-1M (static)
96.5Recall@10
2
SIFT-1M 100% turnover streaming
95Recall@5
2