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De-identification on RITE
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97.23
Name IoU
LoRA
-3.0884
22.9558
49
75.0442
Jun 8, 2026
Name IoU
Name F1 Score
DOB F1 Score
DOB IoU
SSN F1 Score
SSN IoU
Email F1 Score
Email IoU
Phone Number F1 Score
Phone Number IoU
Address F1 Score
Address IoU
Medical Number F1 Score
Medical Number IoU
Disease Name F1 Score
Disease Name IoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
Name IoU
Name F1 Score
DOB F1 Score
DOB IoU
SSN F1 Score
SSN IoU
Email F1 Score
Email IoU
Phone Number F1 Score
Phone Number IoU
Address F1 Score
Address IoU
Medical Number F1 Score
Medical Number IoU
Disease Name F1 Score
Disease Name IoU
LoRA
Adaptation Strategy=Pa...
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
Full
Adaptation Strategy=Fu...
2026.06
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
Presidio
2026.06
0.77
-
-
0.7
-
0.66
-
0.96
-
0.73
-
1.26
-
0.68
-
0.62
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