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Benchmarks
Fairness Evaluation on COMPAS
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0.113
COMPAS Gap
COFT
0.11108
0.12404
0.137
0.14996
May 28, 2026
COMPAS Gap
Average Rank
Updated 2d ago
Evaluation Results
Method
Method
Links
COMPAS Gap
Average Rank
COFT
Backbone=Mistral-7B-In...
2026.05
0.113
1
COFT
Backbone=LLaMA-2-13B
2026.05
0.119
1
DT-CD⋆
Backbone=Mistral-7B-In...
2026.05
0.129
2.6
DExperts
Backbone=Mistral-7B-In...
2026.05
0.133
3.1
DT-CD⋆
Backbone=LLaMA-2-13B
2026.05
0.136
2.8
SDD
Backbone=Mistral-7B-In...
2026.05
0.139
3.9
DExperts
Backbone=LLaMA-2-13B
2026.05
0.141
3.3
SDD
Backbone=LLaMA-2-13B
2026.05
0.147
4
Vanilla
Backbone=Mistral-7B-In...
2026.05
0.152
5.8
Vanilla
Backbone=LLaMA-2-13B
2026.05
0.161
5.8
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