De-identification on ADE-20K
90.75Name IoUFull
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FullAdaptation Strategy=Full Fine-tuning2026.06 | 90.75 | 94.99 | 98.42 | 88.49 | 95.76 | 89.18 | 97.18 | 92.52 | 94.81 | 92 | 95.64 | 95.08 | 98.18 | 86.33 | 96.06 | 88.63 | |
| LoRAAdaptation Strategy=Parameter-Efficient Fine-Tuning (LoRA)2026.06 | 89.21 | 93 | 97.69 | 90.25 | 97.4 | 89.13 | 94.96 | 92.82 | 94.12 | 89.84 | 95.13 | 94.53 | 97.25 | 86.55 | 100 | 89.05 | |
| Presidio2026.06 | 0.27 | — | — | 0.24 | — | 0.21 | — | 0.33 | — | 0.22 | — | 0.48 | — | 0.23 | — | 0.21 |