Pan-cancer specimen-level detection (Virchow study)
Specimen-level pan-cancer detection AUC on pathology slides
domain
Score in AUROC
Definition
- Version
- not in the notes
- Category
- domain
- Maintainer
- not in the notes
- Status
- not in the notes
- Home page
- not in the notes
Sources
- A foundation model for clinical-grade computational pathology and rare cancers detection - Nature Medicine nature.com https://www.nature.com/articles/s41591-024-03141-0
Scores at a Glance
Score in AUROC
Higher is better for this unit.
1
VirchowPaigeAs reported in the Virchow paper
UNIMahmood Lab, HarvardAs reported in the Virchow paper
PhikonOwkinAs reported in the Virchow paper
VirchowPaigeAs reported in the Virchow paper0.95 AUROC
vendor-reported2UNIMahmood Lab, HarvardAs reported in the Virchow paper0.94 AUROC
vendor-reported3PhikonOwkinAs reported in the Virchow paper0.932 AUROC
vendor-reported4CTransPathAs reported in the Virchow paper0.907 AUROC
vendor-reported00.250.50.751
Where this comes from
Each bar is one model, with its most independent recorded score. Hatched bars are vendor-reported; the word beside each bar says who ran it. Settings and dates differ between rows; the Scores table below has every result.
Scores
| Model | Score | Who ran it | Setting | View or population | Date | Source |
|---|---|---|---|---|---|---|
| Virchow | 0.95 AUROC | vendor-reported | As reported in the Virchow paper | – | 22 Jul 2024 | nature.com |
| UNI | 0.94 AUROC | vendor-reported | As reported in the Virchow paper | – | 22 Jul 2024 | nature.com |
| Phikon | 0.932 AUROC | vendor-reported | As reported in the Virchow paper | – | 22 Jul 2024 | nature.com |
| CTransPath | 0.907 AUROC | vendor-reported | As reported in the Virchow paper | – | 22 Jul 2024 | nature.com |
Where this comes from
Scores from different settings, harnesses or dates are not directly comparable; the row says which. Sorted by score, highest first, as a reading aid, not a ranking.
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Pan-Cancer Specimen-Level Detection (Virchow Study)", https://aurion.semai.id/benchmarks/virchow-pan-cancer-detection/, records of October 2026.