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Coronary Artery Disease Classification on UK Biobank Representative sets N=2000 (test)

68.7CAD AccuracyTGV
54.576858.243461.9165.5766Mar 19, 2025

Evaluation results

MethodLinks
TGVEvaluation Protocol=Zero-shot, Supervision Type=Tabular Guidance2025.0368.7
MMCLEvaluation Protocol=Zero-shot, Supervision Type=Tabular Supervision2025.0362.49
SimCLREvaluation Protocol=Zero-shot, Supervision Type=Image Augmentation2025.0362.05
SimSiamEvaluation Protocol=Zero-shot, Supervision Type=Image Augmentation2025.0357.01
BYOLEvaluation Protocol=Zero-shot, Supervision Type=Image Augmentation2025.0356.99
Barlow TwinsEvaluation Protocol=Zero-shot, Supervision Type=Image Augmentation2025.0355.12