Summary-style Question Answering on LinkedIn Hiring Agent Summary-style Queries
63.5Token-F1HLTM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HLTM2026.04 | 63.5 | 47.3 | 79.8 | |
| RAG (avg.)2026.04 | 45.9 | 35.1 | 59.4 | |
| RAPTOR2026.04 | 44.1 | 32 | 59.5 | |
| A-Mem2026.04 | 43 | 32.4 | 58.8 | |
| HippoRAG2026.04 | 41.5 | 29.7 | 68.4 | |
| Full-context2026.04 | 41.4 | 31.5 | 63.3 | |
| Mem02026.04 | 39.7 | 28.1 | 39.4 | |
| ReadAgent2026.04 | 39.5 | 30 | 61.4 | |
| GraphRAG2026.04 | 10.3 | 7.4 | 26.2 | |
| SimpleMem2026.04 | 9.7 | 0.5 | 25.7 |