De-identification on COCO
90.75Name IoULoRA
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LoRAAdaptation Strategy=Parameter-Efficient Fine-Tuning (LoRA)2026.06 | 90.75 | 97.13 | 98.18 | 90.83 | 98.59 | 91.57 | 96.79 | 93.69 | 97.72 | 90.97 | 98.02 | 96.57 | 98.18 | 89.95 | 96.61 | 87.64 | |
| FullAdaptation Strategy=Full Fine-tuning2026.06 | 90.58 | 97.08 | 99.03 | 94.72 | 97.67 | 89.97 | 96.93 | 93.38 | 98.38 | 90.17 | 97.03 | 96.32 | 96.37 | 87.06 | 95.65 | 88.05 | |
| Presidio2026.06 | 0.67 | — | — | 0.6 | — | 0.54 | — | 0.85 | — | 0.57 | — | 12.01 | — | 0.57 | — | 0.52 |