Fake News Detection on PolitiFact++ (test)
90AccuracyLIFE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LIFEKey Sentence Extractor=BERT, Probabilistic Reconstruction=LLaMA2-7B2025.08 | 90 | 88.2 | |
| SheepDog2025.08 | 88.3 | 87.6 | |
| L-Defense2025.08 | 88.1 | 88.2 | |
| BREAK2025.08 | 86 | 85.9 | |
| LLaMA2-7BFine-tuned=LoRA [13]2025.08 | 84.8 | 83.6 | |
| RoBERTa2025.08 | 84.1 | 83 | |
| ChatGLM2-6BFine-tuned=LoRA [13]2025.08 | 83.6 | 82.4 | |
| BERT2025.08 | 82.4 | 81.2 | |
| dEFEND/c2025.08 | 68.9 | 68.5 | |
| TextCNN2025.08 | 65.5 | 51.9 | |
| HAN2025.08 | 63.3 | 49.1 |