SIFT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Approximate Nearest Neighbor Search | SIFT1M | Recall@10100 | 24 | |
| Nearest Neighbor Search | SIFT-1M | Recall@1097.3 | 12 | |
| Streaming Vector Search | SIFT 1M (streaming) | Recall96.6 | 10 | |
| Filtered Nearest Neighbor Search | SIFT-1M-label 1.0 (train) | Indexing Time (s)11 | 9 | |
| Index Construction | SIFT 1M | Construction Time (s)1.65 | 8 | |
| Private Nearest Neighbor Search | SIFT | Memory (GB)0.13 | 4 | |
| Nearest Neighbor Search | SIFT 10M (streaming) | Recall@1084.47 | 3 | |
| Nearest Neighbor Search | SIFT-10M 1M (streaming) | Recall@1083.91 | 3 | |
| Index Construction | SIFT 100M | Index Construction Time (h)1.53 | 2 | |
| Approximate Nearest Neighbor Search | SIFT-1M (static) | Recall@1096.5 | 2 | |
| Approximate Nearest Neighbor Search | SIFT-1M 100% turnover streaming | Recall@595 | 2 |
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