ECG
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ECG
1.68Average ELBO
48
ECG (test)
0.04MAE
33
ECG
99.84Accuracy
30
ECG
0.08FID Score
24
ECG UCR Archive (test)
91.8F1 Score
22
ECG (5% labels)
84.95Accuracy
19
ECG (1% labels)
85.74Accuracy
19
ECG
30.3Accuracy (%)
19
ECG real 1D datasets (test)
0.991Mean SSIM
15
ECG
95.33Accuracy
15
ECG
0.052MAE
14
ECG
0.053MAE
14
ECG (test)
88Accuracy
14
ECG (test)
89.2Accuracy
13
ECG
93Accuracy
13
ECG
0.708R2
12
ECG (test)
0.69F1 Score
12
ECG (test)
12.83MAE
12
ECG (test)
76.37MAE (ms)
12
ECG
80.9AUC-PR
12
ECG (test)
80.18Accuracy
10
ECG 20% labels
77.43Accuracy
9
ECG 10% labels
73.84Accuracy
9
ECG 5% labels
73.37Accuracy
9
ECG
0.281-F1 Score
9