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ResearchFormerly WizWand

Tissue classification on CAMELYON16 (within-TSI)

0.9939AUCH-optimus-1
0.8903160.9172080.94410.970992Jun 27, 2026
Updated 4mo ago

Evaluation results

MethodLinks
H-optimus-1Normalization/Alignment=Baseline2026.060.9939
Virchow2Normalization/Alignment=Baseline2026.060.9935
H-optimus-1Normalization/Alignment=DANN2026.060.993
H-optimus-1Normalization/Alignment=Macenko Normalization2026.060.9927
UNI2-hNormalization/Alignment=Baseline2026.060.9922
Virchow2Normalization/Alignment=DANN2026.060.9921
UNI2-hNormalization/Alignment=Macenko Normalization2026.060.9916
UNI2-hNormalization/Alignment=DANN2026.060.9912
hibou-LNormalization/Alignment=Baseline2026.060.99
hibou-LVariant=DANN2026.060.9892
Phikon-v2Normalization/Alignment=Baseline2026.060.989
Prov-GigaPathNormalization/Alignment=Baseline2026.060.9883
hibou-LNormalization/Alignment=Macenko Normalization2026.060.9873
Virchow2Normalization/Alignment=Macenko Normalization2026.060.9872
Phikon-v2Normalization/Alignment=DANN2026.060.9868
CONCHNormalization/Alignment=Baseline2026.060.9862
Phikon-v2Normalization/Alignment=Macenko Normalization2026.060.9862
Prov-GigaPathNormalization/Alignment=DANN2026.060.9851
Prov-GigaPathNormalization/Alignment=Macenko Normalization2026.060.9845
Llama-3.2-11B-VisionNormalization/Alignment=Baseline2026.060.9726
ResNet-50Normalization/Alignment=Baseline2026.060.9698
GLMPNormalization/Alignment=Baseline2026.060.9653
DINOv2-baseNormalization/Alignment=Baseline2026.060.9645
Qwen2.5-VL-7B-InstructNormalization/Alignment=Baseline2026.060.8943