FAQ Matching on FiQA
61.2Top-1 AccuracyMAFA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAFA2025.10 | 61.2 | 73.9 | 66.8 | 70.5 | |
| Best Single Agent2025.10 | 54.5 | 67.2 | 60.1 | 64.1 | |
| Direct LLM2025.10 | 50.9 | 63.8 | 56.5 | 60.3 | |
| Embedding-Only2025.10 | 47.1 | 60.3 | 53.2 | 57.4 | |
| BM252025.10 | 35.6 | 49.2 | 42.1 | 46.5 |