TCGA
Benchmarks
TaskDatasetSOTA resultTrendResults
TCGA-LUAD
0.695C-index
213
TCGA-UCEC
0.783C-index
184
TCGA-BRCA
0.76C-index
149
TCGA-STAD
0.681C-index
125
TCGA-BLCA
0.717C-index
121
KIRC TCGA
0.762C-Index
102
TCGA NSCLC (test)
94.29Accuracy
96
TCGA-Lung
0.971Mean AUC
59
TCGA-IDH
88.4Accuracy
54
TCGA GBM-LGG (3-fold val)
89.15AUC
48
TCGA-CO-READ (5-fold cross-validation)
0.786C-Index
45
TCGA-STAD (5-fold cross-validation)
0.704C-Index
44
TCGA-COAD
0.694C-index
43
TCGA (test)
0.679BLCA Score
41
TCGA-BRCA
86.1AUC (BRCA ER)
40
TCGA-BRCA
0.869DSS CI
40
TCGA BLCA (test)
0.668C-Index
39
TCGA-BLCA (5-fold cross-validation)
0.677C-Index
35
TCGA Overall
0.742C-index
30
TCGA-ESCA
93.7Accuracy
30
TCGA-BRCA
88Accuracy
30
TCGA (cross-validated)
0.795C-index
29
TCGA-CESC
70.37Accuracy
26
TCGA-BRCA
62.3Accuracy
26
TCGA (test)
0.752C-Index
24