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Cell-level type identification on PanNuke 20x Breast (Test balanced accuracy)

57.38Test Balanced AccuracyACM-UNI
48.144850.542452.9455.3376Feb 24, 2026

Evaluation results

MethodLinks
ACM-UNIModel Type=Supervised graph model2026.0257.38
ACM-bioModel Type=Supervised graph model2026.0256.51
GrapHistModel Type=Ours2026.0256.36
DINOv2Model Type=Self-supervised vision model2026.0256.12
MAEModel Type=Self-supervised vision model2026.0248.5