Fake News Detection on Weibo-21 (test)
95.7AccuracyDCCF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DCCFMethod Category=Ours2025.12 | 95.7 | 95.7 | 96.5 | 98.2 | |
| MIMoE-FNDMethod Category=Multimodal Multi-domain2025.12 | 95.6 | 95.5 | 95.7 | 97.7 | |
| FND-CLIPMethod Category=Multimodal Multi-domain2025.12 | 94.3 | 94 | 94.6 | 96.2 | |
| RaCMCMethod Category=Multimodal Single-domain2025.12 | 94.2 | 93.8 | 94.3 | 96.2 | |
| KENMethod Category=Multimodal Multi-domain2025.12 | 93.5 | 93.7 | 93.2 | 97.1 | |
| SEERMethod Category=Multimodal Single-domain2025.12 | 93.2 | 92.7 | 92.5 | 96 | |
| BMRMethod Category=Multimodal Single-domain2025.12 | 92.9 | 92.7 | 92.5 | 96.2 | |
| LIFEMethod Category=LLM-based Reasoning2025.12 | 92.8 | 93.5 | 93.4 | 97.5 | |
| GLPN-LLMMethod Category=LLM-based Reasoning2025.12 | 92.5 | 93.7 | 92.4 | 95.9 | |
| INSIDEMethod Category=LLM-based Reasoning2025.12 | 89.6 | 81.6 | 83.2 | 87.1 | |
| CAFEMethod Category=Multimodal Single-domain2025.12 | 88.2 | 88.5 | 87.6 | 90.9 | |
| EANNMethod Category=Multimodal Multi-domain2025.12 | 87 | 86.2 | 87.5 | 89.4 |