METABRIC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
METABRIC (5-fold cross-validation)
0.675C-Index
25
METABRIC
0.815Mean C-index
21
METABRIC
0.682C-index
21
METABRIC
0.047Mean Absolute Estimation Error
20
METABRIC
1D-Calibration Score
17
Metabric
2.1Training Runtime (s)
16
METABRIC external (test)
0.663C-index
15
METABRIC
16.11IBS
14
Metabric 5-fold CV
67.49AUAC-F1
13
METABRIC (test)
0.669C^td
13
METABRIC
0.16IBS
12
METABRIC (5-fold cross-val)
0.172Integrated Brier Score
11
METABRIC
0.074ICI (Q2)
10
METABRIC
79.5Accuracy
6
METABRIC Low Censoring
0.646C-Index
6
METABRIC
1Oracle Top-3 Recovery Frequency
5
METABRIC
96.6AUROC
4
METABRIC (test)
0.869AUROC
3
METABRIC
0.035ICI
2