BioSecBench-Surveillance
Science · 2026-07-09
Pathogen genomic surveillance benchmark on real sequencing data, spanning variant detection, taxonomic classification, antimicrobial-resistance characterization, source tracking, and anomaly detection across wastewater, clinical, and environmental samples.
Top models (higher is better)
| Model | Score |
|---|---|
| Grok 4.5 | 53.3 |
| GPT-5.6 Sol | 52.5 |
| GPT-5.6 Terra | 51.0 |
| GPT-5.6 Luna | 50.3 |
| Opus 4.8 | 50.2 |
| GPT-5.5 | 50.2 |
| Sonnet 5 | 49.8 |
| Opus 4.7 | 49.6 |
| Sonnet 4.6 | 48.6 |
| Gemini 3.5 Flash | 47.1 |
| Opus 4.6 | 46.7 |
| Gemini 3.1 Pro Preview | 45.3 |
| GPT-5.4 | 41.3 |
| Grok 4.3 | 16.0 |
| Grok 4.20 | 13.7 |