Misuse Detection on Misuse Categories Automation (e-commerce)
100AUCActivation Classifier
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Activation ClassifierCategory=Classifier, Base Model=Mistral-7B2026.01 | 100 | 89 | 0 | |
| GAVELCategory=Classifier, Base Model=Mistral-7B2026.01 | 99 | 95 | 0 | |
| RepBendingCategory=Fine-Tuning, Base Model=Mistral-7B2026.01 | 97 | 98 | 2 | |
| CASTCategory=Inference-Time, Base Model=Mistral-7B2026.01 | 94 | 52 | 96 | |
| Llama Guard 4 (Meta)Category=Moderation, Base Model=Mistral-7B2026.01 | 91 | 94 | 4 | |
| Perspective (Google)Category=Moderation, Base Model=Mistral-7B2026.01 | 70 | 59 | 0 | |
| Circuit BreakersCategory=Fine-Tuning, Base Model=Mistral-7B2026.01 | 50 | 50 | 0 | |
| Moderator (OpenAI)Category=Moderation, Base Model=Mistral-7B2026.01 | 50 | 50 | 0 | |
| JBShieldCategory=Inference-Time, Base Model=Mistral-7B2026.01 | 10 | 48 | 5 |