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Benchmarks
Fair Regression on Law School
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1
MSE
ERM Unfair
0.9976
1.0138
1.03
1.0462
May 27, 2026
MSE
W2
TV
KS
KST
Updated 6d ago
Evaluation Results
Method
Method
Links
MSE
W2
TV
KS
KST
ERM Unfair
Normalization=Relative...
2026.05
1
1
1
1
1
OT Sˆ soft
Normalization=Relative...
2026.05
1.02
0.46
0.54
0.56
0.54
OT Sˆ hard
Normalization=Relative...
2026.05
1.03
0.37
0.43
0.44
0.42
OT aware
Normalization=Relative...
2026.05
1.03
0.11
0.18
0.13
0.09
OT Unaware
Normalization=Relative...
2026.05
1.05
0.11
0.18
0.14
0.11
FairReg
Normalization=Relative...
2026.05
1.06
0.39
0.2
0.13
0.12
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