Prompt Injection Detection on Primary OOD
75.28Macro-F1DeBERTa-base
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DeBERTa-baseRegime=Primary OOD2026.05 | 75.28 | 75.61 | 86.48 | 85.4 | 33.68 | 52.17 | 58.51 | |
| RoBERTa+IBVS TotalRegime=Primary OOD2026.05 | 74.97 | 75.26 | 88.46 | 86.74 | 45.57 | 58.77 | 63.28 | |
| LLM Guard PromptInjectionRegime=Primary OOD2026.05 | 34.08 | 50.13 | 66.69 | 66.88 | 2.6 | 20.57 | 30.47 |