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Bias Evaluation on Honest

11.7Honest ScoreLlama 3.1 8B - LFT w. SH-Dgender (BaseCDA)
11.31213.93116.5519.169Dec 11, 2025

Evaluation results

MethodLinks
Llama 3.1 8B - LFT w. SH-Dgender (BaseCDA)Model=Llama 3.1 8B, Variant=LFT w. SH-Dgender (BaseCDA)2025.1211.7
Llama 3.1 8B - LFT w. SH-Dgender (GC-CDA)Model=Llama 3.1 8B, Variant=LFT w. SH-Dgender (GC-CDA)2025.1212.1
Llama 3.1 8B - LFT w. SH (baseline 2)Model=Llama 3.1 8B, Variant=LFT w. SH (baseline 2)2025.1212.4
Qwen 3 0.6B - LFT w. SH-N (baseline 3)Model=Qwen 3 0.6B, Variant=LFT w. SH-N (baseline 3)2025.1213.2
Llama 3.2 1B - LFT w. SH (baseline 2)Model=Llama 3.2 1B, Variant=LFT w. SH (baseline 2)2025.1214.6
Llama 3.1 8B - LFT w. SH-N (baseline 3)Model=Llama 3.1 8B, Variant=LFT w. SH-N (baseline 3)2025.1214.6
Llama 3.1 8B - Pretrained model (baseline 1)Model=Llama 3.1 8B, Variant=Pretrained model (baseline 1)2025.1214.7
Llama 3.2 1B - LFT w. SH-Dgender (BaseCDA)Model=Llama 3.2 1B, Variant=LFT w. SH-Dgender (BaseCDA)2025.1214.8
Qwen 3 0.6B - Pretrained model (baseline 1)Model=Qwen 3 0.6B, Variant=Pretrained model (baseline 1)2025.1215.8
Llama 3.2 1B - LFT w. SH-Dgender (GC-CDA)Model=Llama 3.2 1B, Variant=LFT w. SH-Dgender (GC-CDA)2025.1215.9
Qwen 3 0.6B - LFT w. SH-Dgender(BaseCDA)Model=Qwen 3 0.6B, Variant=LFT w. SH-Dgender(BaseCDA)2025.1217.8
Qwen 3 0.6B - LFT w. SH (baseline 2)Model=Qwen 3 0.6B, Variant=LFT w. SH (baseline 2)2025.1218.2
Qwen 3 0.6B - LFT w. SH-Dgender (GC-CDA)Model=Qwen 3 0.6B, Variant=LFT w. SH-Dgender (GC-CDA)2025.1219.7
Llama 3.2 1B - Pretrained model (baseline 1)Model=Llama 3.2 1B, Variant=Pretrained model (baseline 1)2025.1220.8
Llama 3.2 1B - LFT w. SH-N (baseline 3)Model=Llama 3.2 1B, Variant=LFT w. SH-N (baseline 3)2025.1221.4