Misclassification Detection on IMDB
89.1ROC-AUCALIEN
Evaluation Results
| Method | Links | |
|---|---|---|
| ALIENBackbone=Qwen2.5 7B, Detection Method=ALIEN2025.05 | 89.1 | |
| ALIENBackbone=LLaMA2 7B, Detection Method=ALIEN2025.05 | 88.7 | |
| ALIENBackbone=Qwen3 1.7B, Detection Method=ALIEN2025.05 | 87.2 | |
| ALIENBackbone=Electra, Detection Method=ALIEN2025.05 | 86.1 | |
| ALIENBackbone=Roberta, Detection Method=ALIEN2025.05 | 85.2 | |
| ALIENBackbone=Roberta2025.05 | 0.025 | |
| ALIENBackbone=Electra2025.05 | 0.021 | |
| ALIENBackbone=LLaMA2 7B2025.05 | 0.02 | |
| ALIENBackbone=Qwen2.5 7B2025.05 | 0.019 | |
| ALIENBackbone=Qwen3 1.7B2025.05 | 0.018 |