Health Misinformation Detection on SciFact
86.1Macro PrecisionStepByStep
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| StepByStep2025.11 | 86.1 | 89.5 | 87.8 | |
| Agreement Score PredictionEvaluation stages=1st stage only2025.11 | 84.9 | 86.1 | 85.5 | |
| Multi-Agent DebateEvaluation stages=1st stage + 2nd stage2025.11 | 82.4 | 85.3 | 83.1 | |
| WebAgent2025.11 | 80.1 | 83.2 | 80.6 |