| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Prompt Injection Attack Defense | BIPIA | ASR0 | 17 | |
| Indirect Prompt Injection Defense | BIPIA Average EN/BN | BU70.3 | 16 | |
| Indirect Prompt Injection Defense | BIPIA Bangla | ASR45 | 16 | |
| Indirect Prompt Injection Defense | BIPIA English | ASR41.1 | 16 | |
| Code-inject detection (malicious code) | BIPIA code-QA | TPR100 | 4 | |
| Code-inject detection (malicious code) | BIPIA email | TPR100 | 4 | |
| Text-inject detection (benign task-switch) | BIPIA code-QA | FPR13 | 4 | |
| Text-inject detection (benign task-switch) | BIPIA email | FPR14 | 4 |