ANN Retrieval Optimization on GLD v2
6,375QPSLLM Agent
Evaluation results
| Method | Links | |
|---|---|---|
| LLM AgentIterations=50, Number of Seeds=3-seed means, Search Engine=Milvus2026.06 | 6,375 | |
| VDTunerIterations=50, Number of Seeds=3-seed means, Search Engine=Milvus2026.06 | 5,624 | |
| Optuna TPEIterations=50, Number of Seeds=3-seed means, Search Engine=Milvus2026.06 | 4,792 | |
| Random SearchIterations=50, Number of Seeds=3-seed means, Search Engine=Milvus2026.06 | 2,632 | |
| GP-BOIterations=50, Number of Seeds=3-seed means, Search Engine=Milvus2026.06 | 1,882 |