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Fairness Evaluation on UnQover
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99.6
Score
Self-Debias Offline + Self-Correction
30.856
48.703
66.55
84.397
Apr 9, 2026
Score
Updated 8d ago
Evaluation Results
Method
Method
Links
Score
Self-Debias Offline + Self-Correction
Optimization Stage=Off...
2026.04
99.6
Self-Debias Iter1
Optimization Stage=Ite...
2026.04
99.6
Self-Debias SFT
Optimization Stage=SFT...
2026.04
99.5
Self-Debias SFT + Self-Correction
Optimization Stage=SFT...
2026.04
99.5
Self-Debias Offline
Optimization Stage=Off...
2026.04
99.5
Self-Debias Iter1 + Self-Correction
Optimization Stage=Ite...
2026.04
99.5
Self-Debias Iter2
Optimization Stage=Ite...
2026.04
99.5
Self-Debias Iter2 + Self-Correction
Optimization Stage=Ite...
2026.04
99.5
Qwen1.5-8B
Self-Correction=False
2026.04
97.3
Qwen2.5-7B-Instruct + Self-Correction
Self-Correction=True
2026.04
97
Qwen1.5-8B + Self-Correction
Self-Correction=True
2026.04
95.4
Qwen2.5-7B-Instruct
Self-Correction=False
2026.04
93.9
DeepSeek-R1-Distill-Qwen-7B
Self-Correction=False
2026.04
83.9
DeepSeek-R1-Distill-Qwen-7B + Self-Correction
Self-Correction=True
2026.04
82.2
Llama-3.1-8B-Instruct + Self-Correction
Self-Correction=True
2026.04
57.8
Llama-3.1-8B-Instruct
Self-Correction=False
2026.04
33.5
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