TCGA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
TCGA-LUAD
86.2EGFR AUC
6
TCGA Cohort Resection
97.7Macro AUC (PulmoFoundation)
6
TCGA Poisson (test)
2.357AMSE
6
TCGA Bernoulli (test)
0.044AMSE
6
TCGA-BRCA
0.744PCC (T1000)
6
TCGA-LUAD
0.729PCC (T1000)
6
TCGA-Rare five selected experiments Pan-Cancer
99.55AUC-ROC
6
TCGA Pan-Cancer Full 33 one-vs-rest experiments
0.999AUC-ROC
6
TCGA 1.00% (test)
14.29Type-II Error (Type-I=0.01)
6
TCGA 13 cancer datasets (test)
74.08BRCA Performance Score
6
TCGA Mean of KIRC, LGG, PAAD, STAD
33.56Mean Improvement
6
TCGA Colorectal Cancer Hazard
0.698C-Index
6
TCGA
84.36Accuracy
6
TCGA NSCLC → BRCA → RCC → ESCA (test)
86.8ACC
6
TCGA (val)
97Accuracy
6
TCGA Ovarian Cancer (test)
33.26Mean Return
5
TCGA-CESC
0.673C-index
5
TCGA THCA
0.932C-index
5
TCGA-SKCM
0.646C-index
5
TCGA-CESC
50.3Accuracy
5
TCGA-LIHC
48Accuracy
5
TCGA-LUSC
48.8Accuracy
5
TCGA-COAD
35.8Accuracy
5
TCGA STAD
45.6Accuracy
5
TCGA-BLCA
46.8Accuracy
5