Span-level PHI extraction on SHIELD DATE category 1.0 (test)
99PrecisionFlash Lite
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Flash Litemode=zero-shot extraction2026.05 | 99 | 95 | |
| GPT-OSS 120Bmode=zero-shot extraction2026.05 | 98 | 94 | |
| GPT-OSS 20Bmode=zero-shot extraction2026.05 | 98 | 96 | |
| Gemini Flashmode=zero-shot extraction2026.05 | 95 | 90 |