CPTAC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CPTAC k=25 positive samples (test)
98.1LUNG ST Accuracy
45
CPTAC
97.8LUNG ST Accuracy
45
CPTAC k=10 (test)
92.9LUNG ST
30
CPTAC k=5 positive samples
91.7Lung ST Performance
30
CPTAC External (test)
65.18C-Index
27
CPTAC Aggregate
50.2Avg F1 Score
23
CPTAC NSCLC
99.5AUPRC
23
CPTAC external aggregated 23 tasks
71.8AUC
19
CPTAC 9x magnification (test)
99.4ST (NSCLC) Accuracy
19
CPTAC
99NSCLC ST Accuracy
19
CPTAC-LUAD
0.861AUC
18
CPTAC-CRC
89.9AUC
18
CPTAC
0.658BRCA PIK3CA AUC
15
CPTAC k=10 (test)
92.9LUNG ST Balanced Accuracy
15
CPTAC (test)
98LUNG ST Prediction Score
15
CPTAC (k=10 samples)
97.8LUNG ST Performance
15
CPTAC TCGA-trained few-shot (k=25) (test)
98.3Lung ST Score
15
CPTAC 1.0 (k=25)
93.4LUNG ST
15
CPTAC k=5 positive samples (test)
96.8LUNG ST Score
15
CPTAC k=25 (test)
93.4Accuracy (LUNG ST)
15
CPTAC (test)
93.4LUNG ST Performance
15
CPTAC
98.3LUNG ST Accuracy
15
CPTAC
98LUAD ST Score
15
CPTAC Few-shot k=5 TCGA features (test)
96.8Lung ST Score
15
CPTAC k=10 positive samples (test)
92.8LUNG-ST
15