Fairness Evaluation on COMPAS
0.113COMPAS GapCOFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| COFTBackbone=Mistral-7B-Instruct2026.05 | 0.113 | 1 | |
| COFTBackbone=LLaMA-2-13B2026.05 | 0.119 | 1 | |
| DT-CD⋆Backbone=Mistral-7B-Instruct2026.05 | 0.129 | 2.6 | |
| DExpertsBackbone=Mistral-7B-Instruct2026.05 | 0.133 | 3.1 | |
| DT-CD⋆Backbone=LLaMA-2-13B2026.05 | 0.136 | 2.8 | |
| SDDBackbone=Mistral-7B-Instruct2026.05 | 0.139 | 3.9 | |
| DExpertsBackbone=LLaMA-2-13B2026.05 | 0.141 | 3.3 | |
| SDDBackbone=LLaMA-2-13B2026.05 | 0.147 | 4 | |
| VanillaBackbone=Mistral-7B-Instruct2026.05 | 0.152 | 5.8 | |
| VanillaBackbone=LLaMA-2-13B2026.05 | 0.161 | 5.8 |