Span-level PHI extraction on SHIELD PATIENT category 1.0 (test)
93PrecisionFlash Lite
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Flash Litemode=zero-shot extraction2026.05 | 93 | 89 | |
| Gemini Flashmode=zero-shot extraction2026.05 | 92 | 90 | |
| GPT-OSS 120Bmode=zero-shot extraction2026.05 | 92 | 85 | |
| GPT-OSS 20Bmode=zero-shot extraction2026.05 | 89 | 83 |