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De-identification on COCO
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90.75
Name IoU
LoRA
-2.9332
21.3884
45.71
70.0316
Jun 8, 2026
Name IoU
Name F1
DOB F1
DOB IoU
SSN F1
SSN IoU
Email F1
Email IoU
Phone Number F1
Phone Number IoU
Address F1
Address IoU
Medical Number F1
Medical Number IoU
Disease Name F1
Disease Name IoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
Name IoU
Name F1
DOB F1
DOB IoU
SSN F1
SSN IoU
Email F1
Email IoU
Phone Number F1
Phone Number IoU
Address F1
Address IoU
Medical Number F1
Medical Number IoU
Disease Name F1
Disease Name IoU
LoRA
Adaptation Strategy=Pa...
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
Full
Adaptation Strategy=Fu...
2026.06
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
Presidio
2026.06
0.67
-
-
0.6
-
0.54
-
0.85
-
0.57
-
12.01
-
0.57
-
0.52
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