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White-biased Prompt Discovery on White-biased prompts

82White ScoreBGPS
25.8440.425569.58Dec 9, 2025

Evaluation results

MethodLinks
BGPSLambda (λ)=100, Evaluation Model=Base2025.128260.840
Manually curatedEvaluation Model=Base2025.12771000
PEZEvaluation Model=Base2025.12762,64515
BGPSLambda (λ)=10, Evaluation Model=Base2025.1276470
LLMEvaluation Model=Base2025.1275500
PEZEvaluation Model=DL2025.12652,8174
LLM (biased)Evaluation Model=Base2025.1264584
LLM (biased)Evaluation Model=DL2025.12631090
BGPSLambda (λ)=100, Evaluation Model=DL2025.12601230
LLMEvaluation Model=DL2025.1259711
PEZEvaluation Model=FT2025.12592,72513
BGPSLambda (λ)=10, Evaluation Model=DL2025.1259901
LLMEvaluation Model=FT2025.1248500
Manually curatedEvaluation Model=DL2025.12461000
LLM (biased)Evaluation Model=FT2025.1241580
BGPSLambda (λ)=10, Evaluation Model=FT2025.1241470
BGPSLambda (λ)=100, Evaluation Model=FT2025.1240570
Manually curatedEvaluation Model=FT2025.12281000