Disinformation Detection on Five datasets overall
0.846F1 ScorePCoT
Evaluation Results
| Method | Links | |
|---|---|---|
| PCoTBackbone=GPT 4o Mini2025.06 | 0.846 | |
| PCoTBackbone=Llama 3.3 70B2025.06 | 0.843 | |
| CoVeBackbone=Llama 3.3 70B2025.06 | 0.835 | |
| PCoTBackbone=Gemini 1.5 Flash2025.06 | 0.808 | |
| PCoTBackbone=Llama 3.1 8B2025.06 | 0.791 | |
| CoVeBackbone=GPT 4o Mini2025.06 | 0.79 | |
| PCoTBackbone=Claude 3 Haiku2025.06 | 0.774 | |
| RaRBackbone=Claude 3 Haiku2025.06 | 0.768 | |
| Z-CoTBackbone=GPT 4o Mini2025.06 | 0.765 | |
| CoVeBackbone=Llama 3.1 8B2025.06 | 0.764 | |
| CoVeBackbone=Gemini 1.5 Flash2025.06 | 0.736 | |
| Z-CoTBackbone=Llama 3.3 70B2025.06 | 0.722 | |
| RaRBackbone=GPT 4o Mini2025.06 | 0.698 | |
| Z-CoTBackbone=Gemini 1.5 Flash2025.06 | 0.689 | |
| Z-CoTBackbone=Llama 3.1 8B2025.06 | 0.66 | |
| RaRBackbone=Llama 3.3 70B2025.06 | 0.657 | |
| Z-CoTBackbone=Claude 3 Haiku2025.06 | 0.588 | |
| RaRBackbone=Gemini 1.5 Flash2025.06 | 0.573 | |
| RaRBackbone=Llama 3.1 8B2025.06 | 0.566 | |
| CoVeBackbone=Claude 3 Haiku2025.06 | 0.441 |