Retrieval-style Question Answering on LinkedIn Hiring Agent Retrieval-style Queries
77.4PrecisionRAG (avg.)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RAG (avg.)2026.04 | 77.4 | 62.8 | 63.5 | |
| HLTM2026.04 | 76.1 | 75.7 | 71.2 | |
| ReadAgent2026.04 | 57.2 | 77.9 | 61.2 | |
| A-Mem2026.04 | 54.2 | 68.2 | 56.3 | |
| HippoRAG2026.04 | 51.6 | 73.3 | 55.9 | |
| RAPTOR2026.04 | 51.4 | 58.3 | 50.9 | |
| Full-context2026.04 | 49 | 83.1 | 57.2 | |
| SimpleMem2026.04 | 33 | 46.9 | 35 | |
| Mem02026.04 | 21.6 | 19.2 | 17.6 | |
| GraphRAG2026.04 | 13.9 | 13 | 11.6 |