| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SIFT1M | Recall@10100 | 24 | 16d ago | ||
| ANNS Empirical Evaluation Suite | QPS vs Recall Tier-1 | 9 | 1mo ago | ||
| FASHION-MNIST | KScaNN | Throughput (QPS)2,542,000 | 4 | 5d ago | |
| DEEP 10M | KScaNN | Throughput (QPS)227,000 | 4 | 5d ago | |
| GIST | KScaNN | Throughput (QPS)91,000 | 4 | 5d ago | |
| GIST1M | Faiss | Peak QPS (R@10 >= 95%)590.5 | 3 | 1mo ago | |
| SIFT-1M (static) | HNSW M=16 | Recall@1096.5 | 2 | 5d ago | |
| SIFT-1M 100% turnover streaming | FreshDiskANN | Recall@595 | 2 | 5d ago |
