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Survival Prediction on TCGA-COADREAD

72.5C-index

MurreNet

Updated 4d ago

Evaluation Results

Method	Links
MurreNet 2025.07		72.5
M3IF 2025.07		71
Shazam 2025.03		71
ABMIL 2025.07		70.3
PORPOISE 2025.07		70.2
MOME 2025.07		69.2
ABMIL 2025.12		68.75
ABMIL 2025.12		68.75
DeltaMIL 2025.12		68.57
DSMIL 2025.07		68.4
TransMIL 2025.07		68.4
DeltaMIL 2025.12		68.25
DeltaMIL 2025.12		68.25
CMTA 2025.07		67.8
MLP 2025.07		67.5
SURVPATH 2023.04		67.3
S4MIL 2025.12		66.99
S4MIL 2025.12		66.99
Mamba2MIL 2025.12		66.51
Mean-Pooling 2025.12		66.5
Mean-Pooling 2025.12		66.5
Mamba2MIL 2025.12		65.5
Mamba2MIL 2025.12		65.5
S4MIL 2025.12		65.45
DSMIL 2025.12		65.18
DSMIL 2025.12		65.18
SurvPath 2025.07		65
MCAT 2025.07		64.9
MambaMIL 2025.12		64.62
H-optimus-1 2025.03		64.6
CLAM 2025.07		64.3
MOTCat 2023.04		64.1
MCAT 2023.04		63.4
DTFD-MIL 2025.07		63.3
TransMIL 2023.04		63.2
ABMIL 2023.04		63
CLAM 2025.12		62.76
CLAM 2025.12		62.76
MLP 2023.04		62.5
Virchow2 2025.03		62.5
MOTCat 2025.07		61.8
MambaMIL 2025.12		61.74
MambaMIL 2025.12		61.74
Max-Pooling 2025.12		61.53
Max-Pooling 2025.12		61.53
DSMIL 2025.12		60.87
CLAM 2025.12		60.79
SNN 2025.07		60.6
TransMIL 2025.12		60.11
TransMIL 2025.12		60.11
Coxnnet 2025.07		60.1
TransMIL 2025.12		59.64
UNI 2 2025.03		59.6
Prov-Gigapath 2025.03		59.5
ABMIL (Cat) 2023.04		59.2
ABMIL (KP) 2023.04		58.4
S-MLP 2023.04		58.1
Mean-Pooling 2025.12		57.81
Phikon-v2 2025.03		57.4
AMISL (KP) 2023.04		56.7
TransMIL (KP) 2023.04		56.6
Max-Pooling 2025.12		56.38
ABMIL 2025.12		55.96
TransMIL (Cat) 2023.04		53.9
SNN 2023.04		52.1
AMISL (Cat) 2023.04		51
AMISL 2023.04		50