Fake news detection on GossipCop Adversarial (test)
70.64Macro F1SheepDog
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SheepDogModel Group=G2: Fine-tuned adversarial models2026.01 | 70.64 | 6.44 | |
| RoBERTaModel Group=G1: Fine-tuned LMs2026.01 | 57.96 | 16.09 | |
| LLaMA-3.1-8B-InstructModel Group=G3: Zero-shot LLMs2026.01 | 50.41 | 3.97 | |
| Qwen2.5-7B-InstructModel Group=G3: Zero-shot LLMs2026.01 | 41.35 | 5.47 |