Virology Capabilities Test (VCT)
Science · 2025-04-21
The Virology Capabilities Test (VCT, SecureBio) is a multimodal multiple-response benchmark of hard, expert-written questions on troubleshooting practical wet-lab virology protocols. Scores report accuracy; expert virologists average about 22% on their own subareas.
Top models (higher is better)
| Model | Score |
|---|---|
| Grok 4.1 | 61.0 |
| Grok 4 Fast | 54.5 |
| Grok 4.20 | 54.0 |
| Grok Code Fast 1 | 28.7 |