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Robustness Certification on Adult Income (AI) (test)
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98.8
Certification Rate (0.05% Bias)
Antidote-P
95.68
96.49
97.3
98.11
Oct 8, 2021
Certification Rate (0.05% Bias)
Certification Rate (0.1% Bias)
Certification Rate (0.2% Bias)
Certification Rate (0.4% Bias)
Certification Rate (0.7% Bias)
Certification Rate (1.0% Bias)
Updated 4d ago
Evaluation Results
Method
Method
Links
Certification Rate (0.05% Bias)
Certification Rate (0.1% Bias)
Certification Rate (0.2% Bias)
Certification Rate (0.4% Bias)
Certification Rate (0.7% Bias)
Certification Rate (1.0% Bias)
Antidote-P
Bias type=MISS (missin...
2021.10
98.8
97.2
86.6
73
62
31.6
Antidote-P
Bias type=FLIP (label-...
2021.10
98.6
97
74.4
71
45.4
25.8
Antidote-P
Bias type=MISS (missin...
2021.10
96
86.9
72.8
60.9
-
-
Antidote-P
Bias type=MISS + FAKE,...
2021.10
96
95.6
72.8
68.3
36.2
-
Antidote-P
Bias type=MISS + FLIP,...
2021.10
95.9
74.3
71.1
49
-
-
Antidote-P
Bias type=FLIP (label-...
2021.10
95.8
72.9
70.2
34.8
-
-
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