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Survival Prediction on KIRC TCGA

0.7486C-Index

HMKGN

Updated 1mo ago

Evaluation Results

Method	Links
HMKGN 2026.02		0.7486
Shazam 2025.03		0.742
PANTHERTop + lin. 2024.05		0.741
PANTHERWA + lin. 2024.05		0.73
DeltaMIL 2025.12		0.7273
DeltaMIL 2025.12		0.7273
MaxMIL 2026.02		0.7273
DAttention 2026.02		0.7266
ABMIL 2025.12		0.7233
ABMIL 2025.12		0.7233
MambaMIL 2026.02		0.7192
Mean-Pooling 2025.12		0.7187
Mean-Pooling 2025.12		0.7187
WiKG 2026.02		0.7176
S4MIL 2025.12		0.7171
S4MIL 2025.12		0.7171
DeltaMIL 2025.12		0.7166
PANTHERAll + MLP 2024.05		0.716
DeepSets 2024.05		0.715
MambaMIL 2025.12		0.7143
MambaMIL 2025.12		0.7143
MeanMIL 2026.02		0.7131
Mamba2MIL 2025.12		0.7119
Mamba2MIL 2025.12		0.7119
H-optimus-1 2025.03		0.71
OT 2024.05		0.707
H2T 2024.05		0.703
PANTHERAll + lin. 2024.05		0.703
Mamba2MIL 2025.12		0.6976
MambaMIL 2025.12		0.6958
TransMIL 2025.12		0.6945
TransMIL 2025.12		0.6945
Virchow2 2025.03		0.694
Prov-Gigapath 2025.03		0.689
UNI 2 2025.03		0.687
ABMIL 2024.05		0.684
Max-Pooling 2025.12		0.6751
Max-Pooling 2025.12		0.6751
ABMIL 2025.12		0.6737
TransMIL 2024.05		0.671
S4MIL 2025.12		0.6696
Phikon-v2 2025.03		0.662
AttnMISL 2024.05		0.649
ILRA 2024.05		0.637
TransMIL 2025.12		0.6339
Mean-Pooling 2025.12		0.6334
Max-Pooling 2025.12		0.6235
DSMIL 2025.12		0.5994
DSMIL 2025.12		0.5994
DSMIL 2025.12		0.5956
CLAM 2025.12		0.5953
CLAM 2025.12		0.5937
CLAM 2025.12		0.5937
PANTHERBot. + lin. 2024.05		0.57
TransMIL 2026.02		0.5241
DSMIL 2024.05		0.5
ProtoCounts 2024.05		0.461