Intent Classification on Internal Banking
83.7Top-1 AccuracyFull MAFA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Full MAFADescription=The proposed Multi-Agent Framework for Annotation2025.10 | 83.7 | 92.7 | 91 | 20.5 | |
| No Query PlanningDescription=Full MAFA without the query expansion component2025.10 | 81.2 | 90.8 | 88.5 | 17.2 | |
| 4 AgentsDescription=Four parallel agents without query planning or judge2025.10 | 78 | 86.7 | 84.9 | 13.3 | |
| 1 AgentDescription=Single agent without query planning or judge2025.10 | 69.9 | 77.6 | 74.1 | 13.5 |