Prov-GigaPath

Microsoft

Open Source

Peer-reviewed

Model Information

Architecture: ViT-g/14
Parameters: 1.1B
Training Method: DINOv2
Training Data: 171K WSIs
Release Date: 2024-06

Benchmark Rankings

EVA: 9/15

HKUST PathBench: 8/21

Stanford PathBench: 4/22

HEST: 10/25

🥈Sinai SSL: 2/11

🥉STAMP: 3/13

THUNDER: 10/23

PathoROB: 14/23

Plismbench: 7/16

PFM-DenseBench: 10/17

BC Survival: 9/13