ResearchBenchmarksECG Classification on PTB-XL (Efficiency Metrics)Follow66.24Macro F1ERTS63.244864.022464.865.5776Jun 10, 2026Evaluation ResultsMethodMethodLinksMacro F1Effective Epochs (EE)Delta F1EE SavedERTSBackbone=ResNet-18Backbone=ResNet-182026.0666.2419.30.8513.5ERTSBackbone=EfficientNetV2-SBackbone=EfficientNetV2-S2026.0665.8618.90.9813.3PDDBackbone=ResNet-18Backbone=ResNet-182026.0665.3922.3——PDDBackbone=EfficientNetV2-SBackbone=EfficientNetV2-S2026.0664.8821.8——ERTSBackbone=MobileNetV2Backbone=MobileNetV22026.0664.218.70.8413.4PDDBackbone=MobileNetV2Backbone=MobileNetV22026.0663.3621.6——