TCGA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
TCGA-NSCLC
62.9AUROC
14
TCGA-BLCA
99.7AUROC
14
TCGA-LUAD
0.28PCC
14
TCGA-KIRC
0.291PCC
14
TCGA BRCA
0.304PCC
14
TCGA-PRAD External (test)
0.99AUC
14
TCGA-CRAD (test)
0.641C-index
14
TCGA (test)
80.8mAP
14
TCGA Pan-cancer
94.5ROCAUC
14
TCGA-NSCLC 2 classes (test)
98Balanced Accuracy
14
TCGA Lung Cancer
99.47Accuracy
14
TCGA Colon
78AUC
14
TCGA-BRCA
0.74C-index
13
TCGA Overall Average
0.641C-index (IPCW)
13
TCGA-READ (val)
1AUC
13
TCGA KIRC internal (val)
91AUC
13
TCGA-LUNG
0.55C-Index
12
TCGA-ESCA
55.56Accuracy
12
TCGA-LGG
69.13Accuracy
12
TCGA-GBM
100Accuracy
12
tcga (test)
98Median UAR
12
TCGA 20% (val)
0.702BLCA Score
12
TCGA-BRCA
55.8Accuracy
12
TCGA-RCC
94.2Accuracy
11
TCGA-LUSC
61.7Accuracy
11