Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
De-identification on SHIELD
Loading...
77
Performance (AGE)
DeBERTa v3
-3.08
17.71
38.5
59.29
May 5, 2026
Performance (AGE)
Performance (DATE)
Performance (DOCTOR)
Performance (HOSPITAL)
Performance (ID)
Performance (LOCATION)
Performance (PATIENT)
Performance (PHONE)
Performance (WEB)
Updated 2mo ago
Evaluation Results
Method
Method
Links
Performance (AGE)
Performance (DATE)
Performance (DOCTOR)
Performance (HOSPITAL)
Performance (ID)
Performance (LOCATION)
Performance (PATIENT)
Performance (PHONE)
Performance (WEB)
DeBERTa v3
Model Identity=distill...
2026.05
77
92
89
74
89
53
87
85
70
BioModern
Model Identity=distill...
2026.05
76
92
87
69
91
52
84
82
71
AIMI v2
2026.05
2
93
40
79
92
0
73
82
0
AIMI v1
2026.05
0
93
44
79
94
0
78
92
0
Feedback
Search any
task
Search any
task