| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text Anonymization | PUPA | Privacy Score99.1 | 16 | |
| PII detection | PUPA | F1 Score68.48 | 8 | |
| Privacy-conscious Delegation | PUPA (test) | Score96.46 | 7 | |
| Privacy Preservation | PUPA | TTRSR (%)25.05 | 7 | |
| Private Information Tagging | PUPA subset (test) | F1 Score45.5 | 5 | |
| Reasoning | PUPA (test) | Score91.85 | 5 | |
| Prompt Token Efficiency | PUPA | Max System Prompt Token Length7,275 | 4 | |
| Prompt Optimization | PUPA | Score91.85 | 4 |