Span-level PHI extraction on SHIELD DOCTOR category 1.0 (test)
95PrecisionFlash Lite
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Flash Litemode=zero-shot extraction2026.05 | 95 | 92 | |
| GPT-OSS 120Bmode=zero-shot extraction2026.05 | 95 | 87 | |
| GPT-OSS 20Bmode=zero-shot extraction2026.05 | 95 | 86 | |
| Gemini Flashmode=zero-shot extraction2026.05 | 90 | 88 |