Pathology Foundation Model Leaderboard

A centralized dashboard aggregating benchmark results to compare pathology foundation models

Models

46

Foundation models evaluated

Tasks

411

Benchmark tasks tracked

Benchmarks

10

Data sources

Organs

20

Tissue types covered

Champion Board

EVA

🥇Virchow2
🥈UNI2
🥉Midnight-12k

PathBench

🥇H-optimus-1
🥈Virchow2
🥉H-optimus-0

Stanford

🥇Virchow2
🥈UNI
🥉H-optimus-0

HEST

🥇H-optimus-1
🥈H-optimus-0
🥉UNI2

Patho-Bench

🥇Atlas 2
🥈Virchow2
🥉UNI2

Sinai

🥇H-optimus-0
🥉UNI

STAMP

🥇CONCH
🥈Virchow2
🥉Prov-GigaPath

THUNDER

🥇UNI2
🥈Virchow2
🥉H0-mini

PathoROB(robustness)

🥇Atlas 2
🥈Virchow2
🥉CONCH 1.5

Plismbench(robustness)

🥇H0-mini
🥈CONCH
🥉H-optimus-0

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