De-identification on SHIELD
77Performance (AGE)DeBERTa v3
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| DeBERTa v3Model Identity=distilled DeBERTa v32026.05 | 77 | 92 | 89 | 74 | 89 | 53 | 87 | 85 | 70 | |
| BioModernModel Identity=distilled BioClinical ModernBERT2026.05 | 76 | 92 | 87 | 69 | 91 | 52 | 84 | 82 | 71 | |
| AIMI v22026.05 | 2 | 93 | 40 | 79 | 92 | 0 | 73 | 82 | 0 | |
| AIMI v12026.05 | 0 | 93 | 44 | 79 | 94 | 0 | 78 | 92 | 0 |