kNN Throughput on Glove 100
631,420Throughput (QPS)KeOps
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KeOpsDistance=Cosine, n=1.18e6, d=1002022.06 | 631,420 | — | |
| KScaNNHardware Architecture=Kunpeng 920, Recall@10=0.992025.11 | 360,000 | 1.06 | |
| Google ScaNNHardware Architecture=AMD EPYC 9654, Recall@10=0.992025.11 | 339,000 | — | |
| Faiss IVFPQFastScanHardware Architecture=AMD EPYC 9654, Recall@10=0.992025.11 | 210,000 | — | |
| Faiss IVFPQHardware Architecture=AMD EPYC 9654, Recall@10=0.992025.11 | 4,000 | — | |
| eJAXDistance=Cosine, n=1.18e6, d=1002022.06 | 2,053 | — | |
| eTFDistance=Cosine, n=1.18e6, d=1002022.06 | 1,871 | — |