ANN Retrieval Optimization on SIFT 1M
41,847Throughput (QPS)LLM Agent
Evaluation results
| Method | Links | |
|---|---|---|
| LLM AgentIterations=50, Number of Seeds=3-seed means, Search Engine=Milvus2026.06 | 41,847 | |
| VDTunerIterations=50, Number of Seeds=3-seed means, Search Engine=Milvus2026.06 | 39,540 | |
| Optuna TPEIterations=50, Number of Seeds=3-seed means, Search Engine=Milvus2026.06 | 35,330 | |
| GP-BOIterations=50, Number of Seeds=3-seed means, Search Engine=Milvus2026.06 | 35,051 | |
| Random SearchIterations=50, Number of Seeds=3-seed means, Search Engine=Milvus2026.06 | 31,134 |