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Cancer Classification on Same-Cancer (AUC-ROC)

84.97AUC-ROCH-optimus-0
64.086869.508474.9380.3516Jan 24, 2026

Evaluation results

MethodLinks
H-optimus-02026.0184.97
Phikon-v22026.0184.87
Text AnchoringBackbone=CLIP2026.0178.39
Text AnchoringBackbone=Qwen2026.0177.8
Few-shotLabeled data=20%2026.0172.56
Few-shotLabeled data=15%2026.0172.49
Few-shotLabeled data=10%2026.0171.74
Few-shotLabeled data=5%2026.0168.99
Few-shotLabeled data=3%2026.0168.65
Few-shotLabeled data=1%2026.0167.67
Zero-shot (Prototype)2026.0164.89