BRCA
Benchmarks
TaskDatasetSOTA resultTrendResults
BRCA
0.745C-Index
80
BRCA-Molecular
78.7AUC
42
BRCA (train test)
85.6Accuracy
36
BRCA
70.1Accuracy (ACC)
24
BRCA
91.8Accuracy
22
BRCA
89.9Accuracy
18
BRCA 4 tasks
73.65AUROC
16
BRCA 60% missing modality (test)
0.715C-index
15
BRCA (test)
85.6Accuracy
15
BRCA
15.83MSKcond
14
BRCA (test)
3MSKcond
14
BRCA (internal)
90.5AUC
13
BRCA (test)
0.627C-index (IPCW)
13
BRCA
66.8Accuracy
11
BRCA
86.7Average Accuracy
11
BRCA Multiomics
0.978AUROC
11
BRCA TCGA (test)
84.12Faithfulness Score
10
BRCA multimodal noise η=10%, ε=5 original (test)
67.4Accuracy
9
BRCA-M2C
47.3F1 (Inflammatory)
8
BRCA (test)
0.44Separation (SS)
6
BRCA
0.743Pearson Correlation Coefficient (PCC)
6
BRCA Hest-1k
0.598PCC (overall)
6
BRCA TCGA (test)
0.736C-Index
6
BRCA (cross-dataset)
76.31F1 (Lymph)
5
BRCA (5-fold cross-validation)
85.69Accuracy
5