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Benchmarks
Fairness metric evaluation on Bias in Bios (test)
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0.206
Correlation
P1
0.1966
0.26005
0.3235
0.38695
Mar 16, 2022
Correlation
Mutual Information
Updated 4d ago
Evaluation Results
Method
Method
Links
Correlation
Mutual Information
P1
Weighting=Uniform w an...
2022.03
0.206
0.013
CF
Description=Counter-fa...
2022.03
0.326
0.025
P4
v selection=gendered w...
2022.03
0.34
0.037
P5
v selection=gendered w...
2022.03
0.363
0.098
P2
v selection=PSM, Base...
2022.03
0.397
0.102
P3
v selection=PSM and em...
2022.03
0.441
0.105
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