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Bias-Penalized Accuracy Evaluation on High-Resource Languages (HRLs)

93.39Bias-Penalized Accuracy (BPA)SFT
31.832447.813763.79579.7763Feb 2, 2026

Evaluation results

MethodLinks
SFTModel=Gemma-2-9B2026.0293.39
SteeringModel=Gemma-2-9B2026.0289.65
SteeringModel=Qwen-2.5-7B2026.0285.43
SFTModel=Qwen-2.5-7B2026.0284.63
SFTModel=Mistral-7B2026.0278.17
SteeringModel=Mistral-7B2026.0277.71
CoTModel=Gemma-2-9B2026.0258.54
CoTModel=Qwen-2.5-7B2026.0257.73
CoTModel=Mistral-7B2026.0234.2