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Benchmarks
Survival prediction on LUSC (TCGA, CPTAC, and NLST cohorts)
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59.32
Concordance Index
ABMIL
48.9928
51.6739
54.355
57.0361
Mar 23, 2026
Concordance Index
Updated 26d ago
Evaluation Results
Method
Method
Links
Concordance Index
ABMIL
State=MAMMOTH
2026.03
59.32
CLAM
State=MAMMOTH
2026.03
58.91
Mean
State=MAMMOTH
2026.03
58.3
ABMIL
State=Base
2026.03
56.62
Mean
State=Base
2026.03
56.04
DSMIL
State=MAMMOTH
2026.03
55.69
Transformer
State=MAMMOTH
2026.03
55.68
CLAM
State=Base
2026.03
55.63
Transformer
State=Base
2026.03
55.11
ILRA
State=MAMMOTH
2026.03
54.48
ILRA
State=Base
2026.03
54.44
TransMIL
State=MAMMOTH
2026.03
53.48
TransMIL
State=Base
2026.03
52.53
DSMIL
State=Base
2026.03
51.26
Max
State=MAMMOTH
2026.03
50.12
Max
State=Base
2026.03
49.39
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