TCGA-NSCLC
Benchmarks
TaskDatasetSOTA resultTrendResults
TCGA-NSCLC Few-shot
89.74Accuracy
36
TCGA-NSCLC
92.7Accuracy
28
TCGA-NSCLC subtyping
98.44AUC
28
TCGA-NSCLC
92.1AUC
19
TCGA-NSCLC (test)
91.35F1 Score
9
TCGA-NSCLC 100% (train)
0.952Macro-averaged AUC
9
TCGA-NSCLC 25% (train)
0.923Macro AUC
9
TCGA-NSCLC
0.979AUC
8
TCGA-NSCLC (20% val)
95.7Accuracy
8
TCGA-NSCLC (five-fold cross-validation)
0.898Accuracy
8
TCGA-NSCLC IND
98.1AUC
7
TCGA-NSCLC $N_{IND}=4$, OOD
96.9AUC
7
TCGA-NSCLC IND ($N_{IND}=2$)
99.9AUC
7
TCGA-NSCLC $N_{IND}=2$ OOD
0.945AUC
7
TCGA-NSCLC
97.97AUC
6