| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MathEd-PII (test) | Claude 4.5 Opus | Precision93.4 | 14 | 4d ago | |
| PII-Distract v1 (test) | Entity F1 Score94.8 | 8 | 4d ago | ||
| PII-Hard v1 (test) | DeepSeekV3 | Entity F1 Score0.893 | 8 | 4d ago | |
| PII-Multi v1 (test) | Llama3.1 | Entity F1 Score0.942 | 8 | 4d ago | |
| PII-Single v1 (test) | DeepSeekV3 | Entity F1 Score92.1 | 8 | 4d ago | |
| PII-Real | DeepSeekV3 | Strict F192.3 | 7 | 4d ago | |
| Reddit 150 samples (test) | Llama-3.1-8B (FT) | Span Precision86.18 | 7 | 4d ago | |
| CAPID (test) | Llama-3.1-8B (FT) | Span Precision96.5 | 7 | 4d ago |
