Titanic
Benchmarks
TaskDatasetSOTA resultTrendResults
Titanic
86Accuracy
31
Titanic
0Standard Deviation
20
Titanic
0.874AUC
16
titanic
44.7Validity
14
titanic (val)
0.883AUROC
12
Titanic (test)
80.5Accuracy
9
Titanic (three random train-test splits)
81.6Accuracy
8
titanic 25% feature noise
78.9Accuracy
7
titanic
85.2F1-score
7
titanic 0% noise (test)
79.1Accuracy
7
titanic (0% noise)
85.6F1 Score
7
titanic 25% feature noise
86.2F1-score
7
titanic 25% label noise
85.9F1 Score
7
Titanic
38Average Relative Absolute Error
6
Titanic
13.988AURC
5
Titanic (test)
77.6Macro F1-score
5
titanic
75.51Accuracy
5
Titanic (out-of-sample)
0.874Median AUC
5
Titanic (test)
0.03Wall-clock Time (seconds)
4
Titanic (OOD)
19Accuracy
3
Titanic (noisy)
72.032Accuracy
3
Titanic (train)
89.6Accuracy
3
Titanic (test)
1Pearson r
3
TITANIC
13R500
3
TITANIC
44R500
3