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Papers Benchmarks Datasets Tasks

G12EC dataset and benchmarks · SOTA2 Research

Research Datasets

G12EC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

ECG Abnormality Classification

G12EC (test)

96Specificity

63

ECG Classification

G12EC

74.3Micro-F1

14

ECG Interpretation

G12EC

77.1Accuracy

14

ECG Abnormality Detection

G12EC

84.5Accuracy

8

Multi-class ECG Classification

G12EC

94.9AUC

7

Multi-label ECG Classification

G12EC

91.5AUC

7

AFL Classification

G12EC (test)

0.881AUROC

7

QAb Classification

G12EC (test)

73.4AUROC

7

LAD Classification

G12EC (test)

95.6AUROC

7

LAnFB Classification

G12EC (test)

93.6AUROC

7

NSIVCB Classification

G12EC (test)

85.6AUROC

7

LBBB Classification

G12EC (test)

0.99AUROC

7

RBBB Classification

G12EC (test)

98.2AUROC

7

IRBBB Classification

G12EC (test)

92.8AUROC

7

IAVB Classification

G12EC (test)

0.941AUROC

7

Multi-class classification

G12EC (test)

91AUC

6

Multi-label classification

G12EC (test)

89.5AUC

6

Popular tasks

Multi-Label Classification ECG Classification Multi-class classification ECG Interpretation ECG Abnormality Detection

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