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Benchmarks
Stereotypical Bias Mitigation on Unqover
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99.9
Accuracy
GRPO
20.236
40.918
61.6
82.282
Dec 29, 2025
Accuracy
Bias Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Bias Score
GRPO
Backbone=DeepSeek-R1-D...
2025.12
99.9
0.2
C2PO
Backbone=DeepSeek-R1-D...
2025.12
99.9
0.2
CPO
Backbone=DeepSeek-R1-D...
2025.12
99.7
1.9
IPO
Backbone=DeepSeek-R1-D...
2025.12
99.6
0.7
BCO
Backbone=DeepSeek-R1-D...
2025.12
96.3
5.1
FR
Backbone=DeepSeek-R1-D...
2025.12
94.9
7
DPO
Backbone=DeepSeek-R1-D...
2025.12
93.3
11.6
C2PO
Backbone=LLaMA-2-13B-Chat
2025.12
91.8
3
CPO
Backbone=LLaMA-2-13B-Chat
2025.12
85.9
8.8
BCO
Backbone=LLaMA-2-13B-Chat
2025.12
85.3
9.4
IPO
Backbone=LLaMA-2-13B-Chat
2025.12
83.3
10.9
GRPO
Backbone=LLaMA-2-13B-Chat
2025.12
36.3
17.4
FR
Backbone=LLaMA-2-13B-Chat
2025.12
26.4
7.1
DPO
Backbone=LLaMA-2-13B-Chat
2025.12
23.3
7.4
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