MedQA Demographic Bias (Vals) - Indigenous
Science · 2026-04-16
The indigenous condition of Vals AI's MedQA demographic-framing evaluation. The source does not expose a stable per-run denominator, so it is kept separate from standard MedQA.
Top models (higher is better)
| Model | Score |
|---|---|
| GPT-5.1 | 96.3 |
| O1 | 96.2 |
| Gemini 3.1 Pro Preview | 96.1 |
| GPT-5 | 96.0 |
| Gemini 3 Pro Preview | 95.9 |
| GPT-5.4 | 95.9 |
| o3 | 95.9 |
| O4 Mini | 95.9 |
| Gemini 3 Flash Preview | 95.6 |
| Opus 4.5 | 95.5 |
| GPT-5 Mini | 95.4 |
| Opus 4.6 | 95.2 |
| Sonnet 4.5 | 94.8 |
| Grok 4.20 | 94.7 |
| o3-mini | 94.7 |
| Kimi K2.5 | 94.5 |
| Qwen3.5 Plus (2026-02-15) | 94.5 |
| GLM-5 | 94.3 |
| GPT-5.2 | 94.0 |
| o1 Preview | 93.5 |
| DeepSeek-V3.2 | 93.5 |
| Opus 4.1 | 93.3 |
| Gemini 2.5 Pro Experimental 03-25 | 93.2 |
| GPT-5 Nano | 92.8 |
| Opus 4 | 92.7 |
| Sonnet 4 | 92.6 |
| MiniMax M2.5 | 92.6 |
| GLM-4.7 | 92.5 |
| Grok 4 | 92.4 |
| GLM 4.6 | 92.3 |
| Grok 4 Fast | 92.0 |
| Sonnet 4.6 | 91.9 |
| Gemini 2.5 Flash Preview (09-2025) | 91.8 |
| Kimi K2 Thinking | 91.8 |
| gpt-oss-120b | 91.6 |
| Grok 2 | 91.6 |
| Grok 4.1 Fast | 91.5 |
| MiniMax M2.1 | 91.3 |
| GPT-4.1 | 90.9 |
| DeepSeek-R1 | 90.1 |