De-identification on RITE
97.23Name IoULoRA
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LoRAAdaptation Strategy=Parameter-Efficient Fine-Tuning (LoRA)2026.06 | 97.23 | 99.38 | 98.51 | 97.85 | 98.43 | 99.53 | 96.89 | 96.69 | 91.09 | 93.04 | 92.66 | 94.91 | 92.1 | 97.6 | 89.66 | 91.18 | |
| FullAdaptation Strategy=Full Fine-tuning2026.06 | 92.51 | 98.36 | 96.33 | 90.93 | 98.63 | 91.49 | 98.42 | 94.49 | 99.11 | 91.76 | 99.1 | 97.51 | 99.02 | 87.77 | 100 | 90.58 | |
| Presidio2026.06 | 0.77 | — | — | 0.7 | — | 0.66 | — | 0.96 | — | 0.73 | — | 1.26 | — | 0.68 | — | 0.62 |