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ResearchFormerly WizWand

Tissue Classification on CAMELYON16 (cross-TSI)

0.9932AUCVirchow2
0.742040.8072450.872450.937655Jun 27, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Virchow2Normalization/Alignment=Baseline2026.060.9932
H-optimus-1Normalization/Alignment=Baseline2026.060.9912
H-optimus-1Normalization/Alignment=Macenko Normalization2026.060.991
H-optimus-1Normalization/Alignment=DANN2026.060.9901
UNI2-hNormalization/Alignment=Macenko Normalization2026.060.9894
Virchow2Normalization/Alignment=Macenko Normalization2026.060.9886
UNI2-hNormalization/Alignment=Baseline2026.060.9885
hibou-LNormalization/Alignment=DANN2026.060.9869
Virchow2Normalization/Alignment=DANN2026.060.9861
hibou-LNormalization/Alignment=Macenko Normalization2026.060.9859
CONCHNormalization/Alignment=Baseline2026.060.9856
hibou-LNormalization/Alignment=Baseline2026.060.9853
Prov-GigaPathNormalization/Alignment=Baseline2026.060.9832
UNI2-hNormalization/Alignment=DANN2026.060.9821
Prov-GigaPathNormalization/Alignment=Macenko Normalization2026.060.9815
Phikon-v2Normalization/Alignment=Macenko Normalization2026.060.9811
Phikon-v2Normalization/Alignment=Baseline2026.060.9799
Phikon-v2Normalization/Alignment=DANN2026.060.9759
Prov-GigaPathNormalization/Alignment=DANN2026.060.9737
GLMPNormalization/Alignment=Baseline2026.060.9714
Llama-3.2-11B-VisionNormalization/Alignment=Baseline2026.060.9607
DINOv2-baseNormalization/Alignment=Baseline2026.060.9526
ResNet-50Normalization/Alignment=Baseline2026.060.9443
Qwen2.5-VL-7B-InstructNormalization/Alignment=Baseline2026.060.7517