| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SIFT1M | Recall@10100 | 24 | 23d ago | ||
| ANNS Empirical Evaluation Suite | QPS vs Recall Tier-1 | 9 | 2mo ago | ||
| LAION 25M | Storage overhead (GB)54.3 | 6 | 23d ago | ||
| Words | ACORN-1 | Storage overhead (GB)0.098 | 6 | 23d ago | |
| Paper | Storage overhead (GB)1.88 | 6 | 23d ago | ||
| Msong | Storage Overhead (GB)1.71 | 6 | 23d ago | ||
| DEEP1M | Storage Overhead (GB)0.58 | 6 | 23d ago | ||
| GIST1M | Storage Overhead (GB)3.74 | 6 | 23d ago | ||
| FASHION-MNIST | KScaNN | Throughput (QPS)2,542,000 | 4 | 1mo ago | |
| DEEP 10M | KScaNN | Throughput (QPS)227,000 | 4 | 1mo ago | |
| GIST | KScaNN | Throughput (QPS)91,000 | 4 | 1mo ago | |
| Deep-10M 1M vectors | IVF-TQ | Recall@1087.39 | 3 | 15d ago | |
| GIST1M | Faiss | Peak QPS (R@10 >= 95%)590.5 | 3 | 3mo ago | |
| SIFT-1M (static) | HNSW M=16 | Recall@1096.5 | 2 | 1mo ago | |
| SIFT-1M 100% turnover streaming | FreshDiskANN | Recall@595 | 2 | 1mo ago |
