ECG
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ECG
87.41Accuracy
8
ECG5k (70% drop)
0.4DS
8
ECG200 (30% drop)
0.188DS
8
ECG Abnormal
99.737Accuracy
7
ECG SciML (test)
0.851MSE
7
ECG
0.065KL Divergence
7
ECG
16.3Dstsp
7
ECG2
77.89Accuracy
6
ECG
28.4NMI
6
ECG
12.069RMSE
6
ECG (test)
76Accuracy
6
ECG (test)
0.53F1 Score
6
ECG Lead aVF
63Accuracy
5
ECG Lead I
63Accuracy
5
ECG Lead V5
67Accuracy
5
ECG200
85.3Accuracy
5
ECG (test)
97.7Accuracy (Clean)
5
ECG 10 000
96.4Accuracy
4
ECG (1 000)
92Accuracy
4
ECG
86.4Accuracy
4
ECG
63.4F1 Score
4
ECG
0.151MSE
4
ECG
97.8Accuracy
3
ECG 60 000
97.6Accuracy
3
ECG
0.014Wasserstein Distance (Wass)
3