LUAD
Benchmarks
TaskDatasetSOTA resultTrendResults
LUAD
0.725C-index
64
LUAD Histopathology
68.75CMC-R1
26
LUAD TCGA, CPTAC, and NLST cohorts
61.89Concordance Index
16
LUAD 60% missing modality (test)
0.637C-index
15
LUAD TP53 (test)
99AUPC
12
LUAD TCGA (test)
83.63Faithfulness Score
10
LUAD USA2 (test)
0.71AUROC
8
LUAD USA1 (test)
0.617AUROC
8
LUAD USA2 (test)
86.28AUROC
8
LUAD USA1 (test)
0.856AUROC
8
LUAD USA2 (test)
70.77AUROC
8
LUAD USA1 (test)
69.36AUROC
8
LUAD (test)
0.674C-index
6
LUAD
94.2bACC
5
LUAD 5x magnification TCGA (test)
22.49PLIP Cosine Similarity
3
LUAD 20x magnification TCGA (test)
25.67PLIP Cosine Similarity
3
LUAD (test)
0.602DC (D1)
3
LUAD TCGA (test)
0.677C-Index
2