Histoboard

Pathology Foundation Model Leaderboard

A centralized dashboard aggregating benchmark results to compare pathology foundation models

Models

54

Foundation models evaluated

Tasks

436

Benchmark tasks tracked

Benchmarks

13

Data sources

Organs

20

Tissue types covered

Champion Board

BC Survival

🥇H-optimus-1
🥈H0-mini
🥉CONCH 1.5
🍫H-optimus-0

CRoMa(robustness)

🥇Mascaret
🥈RudolfV-2-S
🥉RudolfV-2
🍫RudolfV-2-B

EVA

🥇Virchow2
🥈UNI2
🥉Midnight-12k
🍫H-optimus-0

HEST

🥇H-optimus-1
🥈H-optimus-0
🥉UNI2
🍫Virchow

HKUST PathBench

🥇H-optimus-1
🥈Virchow2
🥉H-optimus-0
🍫UNI2

Patho-Bench

🥇Atlas 2
🥈Virchow2
🥉UNI2
🍫Atlas

PathoROB(robustness)

🥇Atlas 2
🥈GenBio-PathFM
🥉Virchow2
🍫CONCH 1.5

PFM-DenseBench

🥇H-optimus-0
🥈H-optimus-1
🥉UNI2
🍫Virchow

Plismbench(robustness)

🥇H0-mini
🥈GenBio-PathFM
🥉CONCH
🍫H-optimus-0

Sinai SSL

🥇H-optimus-0
🥈Prov-GigaPath
🥉UNI
🍫Virchow2

STAMP

🥇CONCH
🥈Virchow2
🥉Prov-GigaPath
🍫Lunit ViT-S/8

Stanford PathBench

🥇Virchow2
🥈UNI
🥉H-optimus-0
🍫Prov-GigaPath

THUNDER

🥇UNI2
🥈Virchow2
🥈GenBio-PathFM
🥉H0-mini

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