Physionet
Benchmarks
TaskDatasetSOTA resultTrendResults
PhysioNet Natural (80%) + Additional Missing 2012
0.049MSE
45
PhysioNet 2012 (test)
86.7AUC
43
PhysioNet (test)
0.298MSE
42
PhysioNet 6 min quantization 2012 (test)
0.49MSE
30
PhysioNet 2012 (test)
84.7AUROC
29
Physionet 12 (test)
0.286MSE
28
Physionet
0.233MSE
26
PhysioNet 1 min quantization 2012 (test)
0.47MSE
24
PhysioNet
0.858AUC Score
23
PhysioNet
4.98MSE
21
PhysioNet
0.9AUC-ROC
20
PhysioNet (test)
4.018MSE
20
PhysioNet 36 → 12 horizon
3.81MSE
18
PhysioNet 24 → 24 horizon
4.65MSE
18
PhysioNet 12 → 36 horizon
6.08MSE
18
PhysioNet 2019 (test)
0.917AUROC
18
PhysioNet 2019
0.917AUROC
17
PhysioNet 2012
0.87AUROC
17
PhysioNet 2012
0.859ROC AUC
16
Physionet12
86.7AUROC
15
PhysioNet 2012
8Inference Time (s)
14
PhysioNet Event-driven MTS 2012
0.442MSE
14
PhysioNet Event-driven MTS 2012
0.462MAE
14
PhysioNet 2019 (test)
90AUROC
14
Physionet (test)
0.842AUC
14