Misinformation Detection on DeRev 2018
96.28AccuracyPAMAS
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PAMASCategory=Multi-Agent Method2026.02 | 96.28 | 94.27 | 97.39 | 96.21 | 96.48 | |
| DyLANCategory=Multi-Agent Method2026.02 | 93.14 | 91.35 | 93.28 | 92.42 | 94.25 | |
| LayerCategory=Multi-Agent Method2026.02 | 90.82 | 91.74 | 91.12 | 93.31 | 94.04 | |
| SIPULCategory=Deep Learning Method2026.02 | 90.74 | 88.84 | 91.3 | 89.95 | 92.85 | |
| TreeCategory=Multi-Agent Method2026.02 | 89.25 | 88.85 | 90.54 | 90.25 | 91.34 | |
| GraphCategory=Multi-Agent Method2026.02 | 88.85 | 89.85 | 90.85 | 90.43 | 91.12 | |
| StarCategory=Multi-Agent Method2026.02 | 87.64 | 88.34 | 89.49 | 88.39 | 90.36 | |
| ChainCategory=Multi-Agent Method2026.02 | 84.63 | 85.35 | 88.49 | 86.85 | 87.35 | |
| Vanilla-AgentCategory=Multi-Agent Method2026.02 | 83.76 | 82.23 | 84.53 | 83.03 | 86.84 | |
| Vanilla-LLMCategory=Multi-Agent Method2026.02 | 81.57 | 80.66 | 82.26 | 81.82 | 82.81 | |
| MLPCategory=Deep Learning Method2026.02 | 79.47 | 78.25 | 81.35 | 79.45 | 85.24 |