Misclassification Detection on News
88.8ROC-AUC (Misclassification Detection)ALIEN
Evaluation Results
| Method | Links | |
|---|---|---|
| ALIENBackbone=LLaMA2 7B, Detection Method=ALIEN2025.05 | 88.8 | |
| ALIENBackbone=Qwen2.5 7B, Detection Method=ALIEN2025.05 | 87.8 | |
| ALIENBackbone=Qwen3 1.7B, Detection Method=ALIEN2025.05 | 86.9 | |
| ALIENBackbone=Roberta, Detection Method=ALIEN2025.05 | 86 | |
| ALIENBackbone=Electra, Detection Method=ALIEN2025.05 | 85.7 | |
| ALIENBackbone=Electra2025.05 | 9.6 | |
| ALIENBackbone=Roberta2025.05 | 7.9 | |
| ALIENBackbone=LLaMA2 7B2025.05 | 7 | |
| ALIENBackbone=Qwen2.5 7B2025.05 | 5.3 | |
| ALIENBackbone=Qwen3 1.7B2025.05 | 4.9 |