Fake News Detection on GossipCop++ (test)
93.7AccuracyLIFE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LIFEKey Sentence Extractor=BERT, Probabilistic Reconstruction=LLaMA2-7B2025.08 | 93.7 | 92.4 | |
| SheepDog2025.08 | 90.8 | 89.4 | |
| BREAK2025.08 | 90 | 90.1 | |
| RoBERTa2025.08 | 89.7 | 90.8 | |
| LLaMA2-7BFine-tuned=LoRA [13]2025.08 | 89.2 | 88.7 | |
| ChatGLM2-6BFine-tuned=LoRA [13]2025.08 | 88.5 | 87.9 | |
| BERT2025.08 | 87.5 | 88.6 | |
| L-Defense2025.08 | 86.5 | 86.4 | |
| dEFEND/c2025.08 | 80.2 | 79.3 | |
| HAN2025.08 | 79.3 | 77.8 | |
| TextCNN2025.08 | 79 | 78.8 |