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Benchmarks
Survival prediction on LUAD TCGA, CPTAC, and NLST cohorts
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61.89
Concordance Index
CLAM
55.7124
57.3162
58.92
60.5238
Mar 23, 2026
Concordance Index
Updated 2mo ago
Evaluation Results
Method
Method
Links
Concordance Index
CLAM
State=MAMMOTH
2026.03
61.89
TransMIL
State=MAMMOTH
2026.03
60.97
Mean
State=MAMMOTH
2026.03
60.56
Transformer
State=MAMMOTH
2026.03
60.49
ABMIL
State=MAMMOTH
2026.03
60.12
Mean
State=Base
2026.03
59.11
CLAM
State=Base
2026.03
58.97
ABMIL
State=Base
2026.03
58.7
Transformer
State=Base
2026.03
58.31
DSMIL
State=Base
2026.03
58.14
ILRA
State=MAMMOTH
2026.03
58.1
DSMIL
State=MAMMOTH
2026.03
57.99
ILRA
State=Base
2026.03
57.24
Max
State=MAMMOTH
2026.03
57.18
TransMIL
State=Base
2026.03
56.76
Max
State=Base
2026.03
55.95
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