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Benchmarks
Medical Diagnosis Classification on Pri-SLJA (test)
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89.79
Accuracy
No Rewriting
22.5644
40.0172
57.47
74.9228
Apr 11, 2026
Accuracy
Brier Score (BS)
LLM-J Score
Updated 5d ago
Evaluation Results
Method
Method
Links
Accuracy
Brier Score (BS)
LLM-J Score
No Rewriting
2026.04
89.79
1
6.89
DAMPER
2026.04
83.17
0.68
5.53
DP-MLMoracle
mode=oracle
2026.04
81.14
0.75
5.07
PrivacyRestore
2026.04
79.36
-
5.62
DP-Paraphrase
2026.04
47.45
0.41
1.95
DP-MLM
2026.04
29.81
0.29
2.41
DP-Prompt
2026.04
25.15
0.23
2.24
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