Bias Detection on RedditBias (test)
79.3AccBiasGuard
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BiasGuard2025.04 | 79.3 | 8.9 | |
| GPT-4oModel Category=Rule-based LLMs as Judges2025.04 | 75 | 10 | |
| DeepSeek-R1-32BModel Category=Rule-based LLMs as Judges2025.04 | 71.55 | 11.3 | |
| Llama-3-8B-itModel Category=Rule-based LLMs as Judges2025.04 | 71.2 | 10.15 | |
| Llama-3-8B-itModel Category=LLMs as Judges2025.04 | 59.55 | 26.75 | |
| Moderation APIModel Category=Bias Classifier2025.04 | 57.65 | 6.95 | |
| Llama-Guard-3Model Category=Bias Classifier2025.04 | 57.45 | 11.55 | |
| Azure APIModel Category=Bias Classifier2025.04 | 55.27 | 32.24 | |
| GPT-4oModel Category=LLMs as Judges2025.04 | 53.9 | 16.65 | |
| ToxigenModel Category=Bias Classifier2025.04 | 53.5 | 15.1 | |
| DeepSeek-R1-32BModel Category=LLMs as Judges2025.04 | 46.8 | 41.15 | |
| ShieldGemmaModel Category=Bias Classifier2025.04 | 30 | 45 |