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ResearchFormerly WizWand

Tissue classification on TCGA-LUSC (within-TSI)

0.9187AUCPhikon-v2
0.7950440.8271470.859250.891353Jun 27, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Phikon-v2Normalization/Alignment=Baseline2026.060.9187
Phikon-v2Normalization/Alignment=DANN2026.060.913
H-optimus-1Normalization/Alignment=Baseline2026.060.9106
hibou-LNormalization/Alignment=DANN2026.060.9088
hibou-LNormalization/Alignment=Baseline2026.060.9066
Phikon-v2Normalization/Alignment=Macenko Normalization2026.060.902
H-optimus-1Normalization/Alignment=Macenko Normalization2026.060.8978
Virchow2Normalization/Alignment=Baseline2026.060.8968
hibou-LNormalization/Alignment=Macenko Normalization2026.060.8958
H-optimus-1Normalization/Alignment=DANN2026.060.8935
Virchow2Normalization/Alignment=Macenko Normalization2026.060.8928
UNI2-hNormalization/Alignment=Macenko Normalization2026.060.8899
UNI2-hNormalization/Alignment=Baseline2026.060.8878
Virchow2Normalization/Alignment=DANN2026.060.8858
Prov-GigaPathNormalization/Alignment=Baseline2026.060.8853
Prov-GigaPathNormalization/Alignment=Macenko Normalization2026.060.8843
UNI2-hNormalization/Alignment=DANN2026.060.8834
GLMPNormalization/Alignment=Baseline2026.060.8819
Prov-GigaPathNormalization/Alignment=DANN2026.060.8744
ResNet-50Normalization/Alignment=Baseline2026.060.8724
Qwen2.5-VL-7B-InstructNormalization/Alignment=Baseline2026.060.833
DINOv2-baseNormalization/Alignment=Baseline2026.060.8157
CONCHNormalization/Alignment=Baseline2026.060.8154
Llama-3.2-11B-VisionNormalization/Alignment=Baseline2026.060.7998