Factual Consistency Evaluation on ChatDoctor
4.08FC ScoreMulti-Agent Semantic Rewriting Framework
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Multi-Agent Semantic Rewriting Framework2026.06 | 4.08 | 77.1 | 6 | |
| KG-PrivRAG2026.06 | 3.92 | 74.3 | 6.9 | |
| Single Agent2026.06 | 3.56 | 66.8 | 9.4 | |
| Adv-Anon2026.06 | 3.42 | 64.5 | 10.7 | |
| SAGE2026.06 | 3.37 | 62.6 | 11.2 | |
| 0-shot2026.06 | 3.23 | 61.2 | 12.5 | |
| AttrPrompt2026.06 | 2.91 | 47.9 | 23.2 |