Bias Audit on CLEAR-Bias 200-statement pool
577,506Selection Count (n_sel)Pooled
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Pooled2026.05 | 577,506 | 66,583 | 23.6 | 15.9 | 10.6 | 29 | 18.4 | 0.077 | |
| GPT-OSS 20B2026.05 | 72,200 | 1,583 | 20.2 | 20.5 | 15 | 25.7 | 10.7 | 0.004 | |
| Gemini 3 Flash2026.05 | 72,200 | 13,144 | 1.5 | 5 | 0.8 | 5.7 | 4.8 | 0.034 | |
| Doubao Seed 2 Lite2026.05 | 72,199 | 9,662 | 41.5 | 20.4 | 15 | 46.8 | 31.8 | 0.212 | |
| DeepSeek V32026.05 | 72,198 | 10,134 | 37.7 | 24.8 | 17.2 | 45.3 | 28.2 | 0.129 | |
| GPT-5.42026.05 | 72,198 | 2,648 | 10.6 | 12.3 | 4.5 | 18.4 | 13.8 | 0.017 | |
| Claude Sonnet 4.62026.05 | 72,198 | 9,088 | 3.4 | 1.6 | 1.2 | 3.8 | 2.6 | 0.018 | |
| Qwen Plus2026.05 | 72,197 | 10,942 | 24.4 | 13.4 | 7.9 | 29.9 | 22 | 0.11 | |
| LLaMA-3 70B2026.05 | 72,116 | 9,382 | 43.6 | 34.3 | 25.5 | 52.4 | 26.9 | 0.093 |