Last.fm-64 dot QPS @ Recall=0.95 ann-lastfm-64-dot Leaderboard
290k Last.fm listening-history embeddings, dot-product (maximum inner product) search. Maximum-inner-product ANN benchmark. · Metric: QPS @ Recall=0.95 (higher is better) · 🟢 Updated 2h ago
| # | Model | QPS @ Recall=0.95 | Paper |
|---|---|---|---|
| 1 | n2 | 19187.80 | — |
| 2 | hnsw(nmslib) | 18651.60 | — |
| 3 | vamana(diskann) | 15770.70 | — |
| 4 | scann | 13126.90 | — |
| 5 | vamana-pq(diskann) | 12506.20 | — |
| 6 | pynndescent | 12330.90 | — |
| 7 | NGT-onng | 12015.40 | — |
| 8 | hnswlib | 9155.70 | — |
| 9 | hnsw(faiss) | 7770.20 | — |
| 10 | hnsw(vespa) | 6513.10 | — |
| 11 | NGT-panng | 6151.80 | — |
| 12 | SW-graph(nmslib) | 5940.40 | — |
| 13 | faiss-ivf | 5065.10 | — |
| 14 | flann | 1482.30 | — |
| 15 | opensearchknn | 950.20 | — |
| 16 | milvus | 620.10 | — |
| 17 | BallTree(nmslib) | 138.20 | — |
| 18 | kd | 83.70 | — |
| 19 | bruteforce-blas | 48.90 | — |
| 20 | rpforest | 37.50 | — |