Fake news detection on GossipCop Original (test)
77.08Macro F1-scoreSheepDog
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SheepDogModel Group=G2: Fine-tuned adversarial models2026.01 | 77.08 | — | |
| RoBERTaModel Group=G1: Fine-tuned LMs2026.01 | 74.05 | — | |
| LLaMA-3.1-8B-InstructModel Group=G3: Zero-shot LLMs2026.01 | 54.38 | — | |
| Qwen2.5-7B-InstructModel Group=G3: Zero-shot LLMs2026.01 | 46.82 | — |