Bias Detection on Paired-Prompt Bias Evaluation (Multi-Attribute)
0Bias Detection RateMeta Llama 3 8B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Meta Llama 3 8BType=Open-source, Dimensions tested=Gender, Race, Religion, Age, Nationality, Likely reason for 0%=Strong RLHF alignment on demographic fairness, Does 0% mean unbiased?=No explicit test only2026.06 | 0 | — | — | |
| Mistral AI Mistral 7BType=Open-source, Dimensions tested=Gender, Race, Religion, Age, Nationality, Likely reason for 0%=Strong RLHF alignment on demographic fairness, Does 0% mean unbiased?=No explicit test only2026.06 | 0 | — | — | |
| Google Gemma 2 9BType=Open-source, Dimensions tested=Gender, Race, Religion, Age, Nationality, Likely reason for 0%=Neutrality template applied consistently, Does 0% mean unbiased?=No explicit test only2026.06 | 0 | — | — | |
| Anthropic Claude HaikuType=Closed-source, Dimensions tested=Gender, Race, Religion, Age, Nationality, Likely reason for 0%=Strong Constitutional AI alignment, Does 0% mean unbiased?=No explicit test only2026.06 | 0 | — | — |