Misclassification Detection on Tox
81.6ROC-AUCALIEN
Evaluation Results
| Method | Links | |
|---|---|---|
| ALIENBackbone=LLaMA2 7B, Detection Method=ALIEN2025.05 | 81.6 | |
| ALIENBackbone=Qwen3 1.7B, Detection Method=ALIEN2025.05 | 77.3 | |
| ALIENBackbone=Qwen2.5 7B, Detection Method=ALIEN2025.05 | 76.4 | |
| ALIENBackbone=Roberta, Detection Method=ALIEN2025.05 | 75 | |
| ALIENBackbone=Electra, Detection Method=ALIEN2025.05 | 74.8 | |
| ALIENBackbone=Roberta2025.05 | 9.5 | |
| ALIENBackbone=Qwen3 1.7B2025.05 | 8.5 | |
| ALIENBackbone=Electra2025.05 | 8.3 | |
| ALIENBackbone=Qwen2.5 7B2025.05 | 5.8 | |
| ALIENBackbone=LLaMA2 7B2025.05 | 5.2 |