SHIELD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Span-level PHI extraction | SHIELD WEB category 1.0 (test) | Precision (SHIELD WEB)100 | 4 | |
| Span-level PHI extraction | SHIELD PHONE category 1.0 (test) | Precision98 | 4 | |
| Span-level PHI extraction | SHIELD PATIENT category 1.0 (test) | Precision93 | 4 | |
| Span-level PHI extraction | SHIELD LOCATION category 1.0 (test) | Precision90 | 4 | |
| Span-level PHI extraction | SHIELD ID category 1.0 (test) | Precision96 | 4 | |
| Span-level PHI extraction | SHIELD HOSPITAL category 1.0 (test) | Precision85 | 4 | |
| Span-level PHI extraction | SHIELD DOCTOR category 1.0 (test) | Precision95 | 4 | |
| Span-level PHI extraction | SHIELD DATE category 1.0 (test) | Precision99 | 4 | |
| Span-level PHI extraction | SHIELD AGE category 1.0 (test) | Precision (SHIELD AGE 1.0)89 | 4 | |
| De-identification | SHIELD | Performance (AGE)77 | 4 |
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