TCGA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
TCGA Lung
89.7Accuracy
24
TCGA LUAD (repeated cross-validation)
0.671C-index
24
TCGA-STAD (test)
0.651C-index
24
TCGA-READ
0.749C-index
24
TCGA
93.54Accuracy
24
TCGA Patient split
0.837AUROC
20
TCGA
88.8Balanced Accuracy
20
TCGA-GBM
0.883C-index (Mean)
20
TCGA-HNSC
62.8C-Index
20
TCGA Kidney
95.78F1 Score
20
TCGA-LGG
0.836C-index
20
TCGA internal (aggregated 23 tasks)
77.1AUC
19
Five TCGA cohorts UCEC LUAD LGG BRCA BLCA (average across cohorts)
63.7AUROC
19
Five TCGA cohorts (UCEC, LUAD, LGG, BRCA, BLCA) (average across cohorts)
68.9AUROC
19
TCGA UCEC (test)
0.791C-Index
19
TCGA-LUCA
90Accuracy
18
TCGA BRCA
79.6AUC
18
TCGA KIRP (test)
0.818C-Index
18
TCGA-RCC
94.66Accuracy
18
TCGA Overall (test)
0.685C-Index
17
TCGA-BLCA (test)
0.694C-Index
17
TCGA-SKCM
0.657C-index
16
TCGA cohort
0.774Hidden-state Ctd
15
TCGA
93.4BRCA AUC
15
TCGA
90.7AUROC
14