| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MIMIC-III 100 discharge notes 1.4 (test) | BERT | Precision99 | 14 | 5mo ago | |
| De-identification Challenge 2014 | Human-written GL | Strict Precision77.04 | 7 | 26d ago | |
| Nor-DeID (test) | Kl-ModernBERT | F1-score90.49 | 6 | 1mo ago | |
| SHIELD | DeBERTa v3 | Performance (AGE)77 | 4 | 2mo ago | |
| RITE | LoRA | Name IoU97.23 | 3 | 1mo ago | |
| ADE-20K | Full | Name IoU90.75 | 3 | 1mo ago | |
| COCO | LoRA | Name IoU90.75 | 3 | 1mo ago | |
| Base Image Dataset (train) | LoRA | Name IoU91.94 | 3 | 1mo ago | |
| RITE Generated (Evaluation Set) | Full | Accuracy (Name)93.94 | 2 | 1mo ago | |
| ADE-20K Generated (test) | Full | Name De-identification Accuracy91.96 | 2 | 1mo ago | |
| COCO Generated (Evaluation Set) | Full | Name Accuracy94.7 | 2 | 1mo ago | |
| Base Image Dataset Generated (Evaluation Set) | Full | Name Accuracy94.78 | 2 | 1mo ago |
