Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
De-identification on ADE-20K
Loading...
90.75
Name IoU
Full
-3.3492
21.0804
45.51
69.9396
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
Full
Adaptation Strategy=Fu...
2026.06
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
LoRA
Adaptation Strategy=Pa...
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
Presidio
2026.06
0.27
-
-
0.24
-
0.21
-
0.33
-
0.22
-
0.48
-
0.23
-
0.21
Feedback
Search any
task
Search any
task
