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Benchmarks
Fairness Testing on Adult
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1,000,000
ID Count
BoxQTE
-40,000
230,000
500,000
770,000
Dec 18, 2025
ID Count
Fairness Score
Quantization Time (ms)
Sampling Time (ms)
Total Time (ms)
Updated 4d ago
Evaluation Results
Method
Method
Links
ID Count
Fairness Score
Quantization Time (ms)
Sampling Time (ms)
Total Time (ms)
BoxQTE
Sensitive Attribute=age
2025.12
1,000,000
99.64
26.4
3.5
29.9
Aft
Sensitive Attribute=age
2025.12
94,328
-
-
-
3,600
ExpGA
Sensitive Attribute=age
2025.12
6,801
-
-
-
3,600
Sg
Sensitive Attribute=age
2025.12
309
-
-
-
3,600
Themis
Sensitive Attribute=age
2025.12
91
-
-
-
3,600
BoxQTE
Sensitive Attribute=race
2025.12
0
100
-
0
-
Aft
Sensitive Attribute=race
2025.12
0
-
-
-
3,600
BoxQTE
Sensitive Attribute=ge...
2025.12
0
100
-
0
-
Aft
Sensitive Attribute=ge...
2025.12
0
-
-
-
3,600
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