TCGA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
TCGA-OMICS mRNA, RPPA (M, R) (test)
0.671C-Index
9
TCGA-PRAD
0.923AUC
9
TCGA
95.4Accuracy (BRCA)
8
TCGA target (test)
98.76Accuracy
8
TCGA (WSSS4LUAD + IGNITE + TCGA)
84.33Accuracy
8
TCGA
77.9Oligo Precision
8
TCGA-READ external (test)
97AUC
8
TCGA
99.92Accuracy
8
TCGA (Patient)
88.3Accuracy
8
TCGA Patch
85.1Accuracy
8
TCGA Poisson
1.096MAE
7
TCGA Bernoulli
0.064MAE
7
TCGA breast cancer mRNA expression dataset Additional random partitions of features GRCh38 reference genome
10.8Forward Proportion
7
TCGA breast cancer mRNA expression dataset GRCh38 reference genome (Additional random partitions of features)
7.8Forward Proportion (Fwd)
7
TCGA-PAAD
0.69C-index
7
TCGA-PRAD (val)
97AUC
7
TCGA (Sample Images)
6.26Img 1 Score
7
TCGA-UCEC
93.4Balanced Acc
7
TCGA-NSCLC
91.1Balanced Accuracy
7
TCGA-ESCA
97.4Balanced Accuracy
7
TCGA-THCA
0.599Balanced Accuracy
7
TCGA Transfer Learning Evaluation
0.63BRCA Score
7
TCGA
92.9Accuracy
7
TCGA
89.7Accuracy
7
TCGA-ESCA
92.8AUC
7