Breast cancer
Benchmarks
TaskDatasetSOTA resultTrendResults
Breast Cancer
98.25Accuracy
62
Breast cancer n = 32
0.001RMSE
54
Breast Cancer dataset
86.8Accuracy
36
Breast Cancer
0.289MSE
32
Breast Cancer (test)
1.8Misclassification Rate
29
Breast cancer H2 (internal cohort)
0.848Mean AUC
23
Breast cancer H2 (internal cohort)
0.841Mean AUC
23
Breast cancer H2 (internal cohort)
89.44Mean AUC
23
Breast cancer H2 (internal cohort)
0.919Mean AUC
23
Breast cancer H2 (internal cohort)
0.748Mean AUC
23
Breast cancer H9 (External)
0.821Mean AUC
23
Breast cancer cohort H2 (Internal)
0.938Mean AUC
23
Breast Cancer SVM (test)
0.006Final Simple Regret
22
Breast Cancer (test)
75.8AUROC
19
Breast Cancer (test)
1.554IM1
16
Breast Cancer (50% MNAR)
0.682Training Time (s)
15
Breast Cancer
71NMI
15
Breast cancer
66.27DSC
15
Breast Cancer original missingness
100Imputation Rate
14
Breast Cancer
0.343AURC
13
Breast Cancer
98F1 Score
13
Breast Cancer (test)
100Fidelity
12
Breast Cancer 10%
97.9PR AUC
12
Breast Cancer 20%
98.5PR AUC
12
Breast Cancer
98.8PR AUC
12