Misclassification Detection on YELP (ROC-AUC)
88.5ROC-AUCALIEN
Evaluation Results
| Method | Links | |
|---|---|---|
| ALIENBackbone=Qwen2.5 7B, Detection Method=ALIEN2025.05 | 88.5 | |
| ALIENBackbone=Qwen3 1.7B, Detection Method=ALIEN2025.05 | 86.7 | |
| ALIENBackbone=LLaMA2 7B, Detection Method=ALIEN2025.05 | 85.9 | |
| ALIENBackbone=Electra, Detection Method=ALIEN2025.05 | 85.6 | |
| ALIENBackbone=Roberta, Detection Method=ALIEN2025.05 | 84.2 | |
| ALIENBackbone=Roberta2025.05 | 3.9 | |
| ALIENBackbone=Electra2025.05 | 3.2 | |
| ALIENBackbone=Qwen3 1.7B2025.05 | 2.9 | |
| ALIENBackbone=LLaMA2 7B2025.05 | 2.8 | |
| ALIENBackbone=Qwen2.5 7B2025.05 | 2.2 |