Misclassification Detection on SST5
63.9ROC-AUCALIEN
Evaluation Results
| Method | Links | |
|---|---|---|
| ALIENBackbone=Roberta, Detection Method=ALIEN2025.05 | 63.9 | |
| ALIENBackbone=LLaMA2 7B, Detection Method=ALIEN2025.05 | 63.5 | |
| ALIENBackbone=Qwen3 1.7B, Detection Method=ALIEN2025.05 | 63.3 | |
| ALIENBackbone=Electra, Detection Method=ALIEN2025.05 | 62.9 | |
| ALIENBackbone=Qwen2.5 7B, Detection Method=ALIEN2025.05 | 62.7 | |
| ALIENBackbone=Electra2025.05 | 33.7 | |
| ALIENBackbone=Roberta2025.05 | 33.4 | |
| ALIENBackbone=Qwen3 1.7B2025.05 | 32.8 | |
| ALIENBackbone=Qwen2.5 7B2025.05 | 31.1 | |
| ALIENBackbone=LLaMA2 7B2025.05 | 30.4 |