TCGA-BRCA
Benchmarks
TaskDatasetSOTA resultTrendResults
TCGA-BRCA
98.3Accuracy
94
TCGA-BRCA (test)
0.81Concordance Index (CI)
67
TCGA-BRCA (5-fold cross-validation)
0.744C-Index
54
TCGA-BRCA Few-shot
88.23Accuracy
36
TCGA-BRCA
0.917AUC
27
TCGA-BRCA internal cohort
99.4AUC
26
TCGA-BRCA (N=899)
0.692C-index
21
TCGA-BRCA (10-fold cross-validation)
86.6F1 Score
17
TCGA-BRCA (test)
95.2AUC
17
TCGA-BRCA internal cohort
95.76AUC (%)
14
TCGA-BRCA internal cohort
91.79AUC
14
TCGA-BRCA (target)
0.701DSC
13
TCGA-BRCA patient-level 5-fold CV
0.735C-index
12
TCGA-BRCA patient-level 5-fold CV
99.5Macro AUC
12
TCGA-BRCA patient-level 5-fold CV
0.865AUC
12
TCGA-BRCA patient-level 5-fold CV
97.8AUC
12
TCGA-BRCA (test)
93.08F1 Score
9
TCGA-BRCA
0.45MSE
9
TCGA-BRCA
82.3AUC
9
TCGA-BRCA WSI (test)
0.669AUPRC
9
TCGA-BRCA 100% (train)
87.4Macro AUC
9
TCGA-BRCA (25% train)
0.821Macro AUC
9
TCGA-BRCA
126,600Total Detected Pairs
8
TCGA-BRCA
0.837AUROC (>42)
8
TCGA-BRCA (five-fold cross-validation)
90.43ACC
8