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Bias Evaluation on RaceEthnicity
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15
Mean Improvement
iPASa
-0.6
3.45
7.5
11.55
Sep 25, 2025
Mean Improvement
95% CI
P-Value
Updated 16d ago
Evaluation Results
Method
Method
Links
Mean Improvement
95% CI
P-Value
iPASa
Model=Llama-3.1-8B-Ins...
2025.09
15
14
0
iPASa
Model=DeepSeek-R1-Dist...
2025.09
14
13
0
iPASwo
Model=Llama-3.1-8B-Ins...
2025.09
14
13
0
iPASwo
Model=DeepSeek-R1-Dist...
2025.09
13
12
0
iPASwo
Model=Nous-Hermes-2-Mi...
2025.09
12
11
0
PASf
Model=Nous-Hermes-2-Mi...
2025.09
10
9
0
iPASa
Model=Nous-Hermes-2-Mi...
2025.09
8
7
0
PASf
Model=Llama-3.1-8B-Ins...
2025.09
3
2
0
PASf
Model=DeepSeek-R1-Dist...
2025.09
0
-1
0.85
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