Fashion-MNIST 784-euclidean QPS @ Recall=0.95 ann-fashion-mnist Leaderboard
60k 784-dim Fashion-MNIST, euclidean distance. · Metric: QPS @ Recall=0.95 (higher is better)
| # | Model | QPS @ Recall=0.95 | Paper |
|---|---|---|---|
| 1 | glass | 19193.80 | — |
| 2 | qsgngt | 19101.70 | — |
| 3 | NGT-qg | 17994.10 | — |
| 4 | scann | 11713.10 | — |
| 5 | Milvus(Knowhere) | 11469.60 | — |
| 6 | pynndescent | 10690.00 | — |
| 7 | vearch | 9988.10 | — |
| 8 | NGT-onng | 8847.00 | — |
| 9 | hnsw(nmslib) | 8119.20 | — |
| 10 | hnswlib | 7869.50 | — |
| 11 | NGT-panng | 7657.10 | — |
| 12 | sptag | 6192.20 | — |
| 13 | vamana(diskann) | 6161.50 | — |
| 14 | hnsw(faiss) | 5679.20 | — |
| 15 | n2 | 5537.60 | — |
| 16 | hnsw(vespa) | 5227.60 | — |
| 17 | faiss-ivfpqfs | 3755.40 | — |
| 18 | redisearch | 3615.70 | — |
| 19 | SW-graph(nmslib) | 2687.70 | — |
| 20 | luceneknn | 2197.10 | — |
| 21 | mrpt | 1930.60 | — |
| 22 | faiss-ivf | 1857.60 | — |
| 23 | vald(NGT-anng) | 1403.40 | — |
| 24 | weaviate | 1135.80 | — |
| 25 | qdrant | 1122.50 | — |
| 26 | annoy | 1042.60 | — |
| 27 | opensearchknn | 981.10 | — |
| 28 | BallTree(nmslib) | 639.00 | — |
| 29 | pgvector | 165.30 | — |
| 30 | elastiknn-l2lsh | 120.70 | — |