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Classification on PhysioNet Challenge 2016

89.105AccuracyBayesian ResNet
76.2651679.5985882.93286.26542Sep 18, 2025

Evaluation results

MethodLinks
Bayesian ResNetProtocol=10-Folds2025.0989.105142,9979,455
Knowledge Distillation CNNProtocol=10-Folds2025.0988.5832,808289
VGG16Protocol=10-Folds2025.0988.271165,840605
HDC-XProtocol=10-Folds2025.0988.1824627
ViT + CNNProtocol=10-Folds2025.0987.808889,9201,661
Light CNNProtocol=10-Folds2025.0987.40810,164227
Pruned Bayesian ResNetProtocol=10-Folds2025.0987.19142,9973,307
HDClusterProtocol=10-Folds2025.0979.87731850
HDCProtocol=10-Folds2025.0977.8413526
Class-Wise K-MeansProtocol=10-Folds2025.0976.7599—