FAQ Annotation on LCQMC (test)
69.4Top-1 AccuracyMAFA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAFAFine-Tuning=None2025.10 | 69.4 | 80.9 | 74.2 | 77.3 | |
| Best Single Agent2025.10 | 63.1 | 74.2 | 67.7 | 71.3 | |
| Direct LLM2025.10 | 60.2 | 72.5 | 65.1 | 69.4 | |
| Embedding-Only2025.10 | 57.5 | 70.3 | 62.9 | 67.5 | |
| BM252025.10 | 46.5 | 62.4 | 53.3 | 60.1 |