Physionet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PhysioNet 2012
0.586Silhouette Score
12
Physionet
-0.745njNLL
12
PhysioNet 12
-0.768NJNLL
12
PhysioNet
51.25Balanced Accuracy
12
PhysioNet 90% missingness
0.448MAE
11
PhysioNet 50% missingness
0.288Mean Absolute Error (MAE)
11
PhysioNet 10% missingness
0.206MAE
11
PhysioNet Benchmark Shared 500-window four-database (test)
0.966ReID Score
10
PhysioNET (test)
0.934RMSE
10
Physionet
0.004MSE
10
PhysioNet (out-of-sample)
0.273MAE
9
PhysioNet 2012
-0.479mNLL
9
PhysioNet 2019 (test)
91.74AUROC
9
PhysioNet 2012 (test)
0.87AUROC
9
PhysioNet (test)
0.292MSE
9
Physionet 75%-3 task 12 (test)
0.286MSE
9
Physionet-12 50%-50% task (test)
0.237Inference Time (s)
9
PhysioNet 2016
97.77Accuracy
8
PhysioNet 36-3* task 12 (test)
0.292MSE
8
PhysioNet 36-3* horizon 12
-0.647njNLL
8
PhysioNet 2012 (test)
0.789C-Index
8
PhysioNet
0.081IBS Score
8
PhysioNet
0.72MSE
8
PhysioNet MNAR averaged across missing ratios (test)
0.72MSE
8
PhysioNet
85.1AUROC
7