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ResearchFormerly WizWand

Tissue classification on TCGA-LUSC (cross-TSI)

0.8913AUCGLMP
0.7854280.8129140.84040.867886Jun 27, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GLMPNormalization/Alignment=Baseline2026.060.8913
H-optimus-1Normalization/Alignment=Baseline2026.060.8805
H-optimus-1Normalization/Alignment=Macenko Normalization2026.060.8767
Virchow2Normalization/Alignment=Macenko Normalization2026.060.8699
UNI2-hNormalization/Alignment=Macenko Normalization2026.060.8685
Prov-GigaPathNormalization/Alignment=Macenko Normalization2026.060.865
hibou-LNormalization/Alignment=Macenko Normalization2026.060.86
Phikon-v2Normalization/Alignment=Baseline2026.060.858
ResNet-50Normalization/Alignment=Baseline2026.060.8564
hibou-LNormalization/Alignment=DANN2026.060.8554
H-optimus-1Normalization/Alignment=DANN2026.060.855
Prov-GigaPathNormalization/Alignment=DANN2026.060.8549
Virchow2Normalization/Alignment=Baseline2026.060.8548
Prov-GigaPathNormalization/Alignment=Baseline2026.060.854
Phikon-v2Normalization/Alignment=DANN2026.060.85
Phikon-v2Normalization/Alignment=Macenko Normalization2026.060.8477
Virchow2Normalization/Alignment=DANN2026.060.8442
hibou-LNormalization/Alignment=Baseline2026.060.8405
UNI2-hNormalization/Alignment=Baseline2026.060.8364
UNI2-hNormalization/Alignment=DANN2026.060.8296
CONCHNormalization/Alignment=Baseline2026.060.7988
Qwen2.5-VL-7B-InstructNormalization/Alignment=Baseline2026.060.7984
DINOv2-baseNormalization/Alignment=Baseline2026.060.7981
Llama-3.2-11B-VisionNormalization/Alignment=Baseline2026.060.7895