TCGA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
TCGA 100% labels (test)
71.71Balanced Accuracy
3
TCGA 25% labels (test)
72.8Balanced Acc
3
TCGA 10% labels (test)
71.1Balanced Acc
3
TCGA 1% labels (test)
70.9Balanced Accuracy
3
TCGA Brain
63Top-1 Accuracy
2
TCGA Breast
74Top-1 Accuracy
2
TCGA Uterus
75Top-1 Accuracy
2
TCGA Adrenal Glands
81Top-1 Accuracy
2
TCGA Soft Tissue
46Top-1 Accuracy
2
TCGA Head Neck
84Top-1 Accuracy
2
TCGA Thyroid Gland
72Top-1 Accuracy
2
TCGA Chest Abdomen
59Top-1 Accuracy
2
TCGA Skin
88Top-1 Accuracy
2
TCGA Stomach
44Top-1 Accuracy
2
TCGA Thymus
34Top-1 Accuracy
2
TCGA Rectum
84Top-1 Accuracy
2
TCGA Bladder
85Top-1 Accuracy
2
TCGA Pancreas
82Accuracy (Top-1)
2
TCGA Eye
51Top-1 Accuracy
2
TCGA Esophagus
92Top-1 Accuracy
2
TCGA Colon
86Top-1 Accuracy
2
TCGA Testicles
56Top-1 Accuracy
2
TCGA Lung
64Top-1 Accuracy
2
TCGA Cervix
53Top-1 Accuracy
2
Combined+TCGA
90.45Precision
2