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Benchmarks
Fairness Testing on COMPAS
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1,140
Individual Disparity Count
Themis
-80.72
8,159.14
16,399
24,638.86
Dec 18, 2025
Individual Disparity Count
Performance Measure
Quantization Time
Sampling Time
Total Time
Updated 1mo ago
Evaluation Results
Method
Method
Links
Individual Disparity Count
Performance Measure
Quantization Time
Sampling Time
Total Time
Themis
Sensitive Attribute=age
2025.12
1,140
-
-
-
3,600
Themis
Sensitive Attribute=ge...
2025.12
1,678
-
-
-
3,600
Aft
Sensitive Attribute=ge...
2025.12
3,793
-
-
-
3,600
BoxQTE
Sensitive Attribute=ge...
2025.12
8,118
98.54
33.5
1.5
35
Aft
Sensitive Attribute=age
2025.12
15,754
-
-
-
3,600
BoxQTE
Sensitive Attribute=age
2025.12
31,658
97.15
34
1.8
35.8
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