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Survival Prediction on TCGA (test)

0.679BLCA Score

DIMAF

Updated 13d ago

Evaluation Results

Method
DIMAF 2026.03	0.679	0.759	-	-	0.752	-	0.669	0.715	-	-	-
MLP 2026.03	0.672	0.692	-	-	0.65	-	0.603	0.654	-	-	-
DIMAFx 2026.03	0.67	0.76	-	-	0.745	-	0.656	0.708	-	-	-
DIMAFxtx 2026.03	0.669	0.675	-	-	0.709	-	0.612	0.666	-	-	-
Pathway MLP 2026.03	0.663	0.685	-	-	0.712	-	0.63	0.673	-	-	-
DIMAFxnodis 2026.03	0.66	0.749	-	-	0.74	-	0.651	0.7	-	-	-
MMP 2026.03	0.657	0.741	-	-	0.728	-	0.674	0.7	-	-	-
PROTOPATH 2026.05	0.646	0.649	-	0.642	-	-	-	0.67	-	0.74	0.674
SNN 2026.05	0.645	0.592	-	0.635	-	-	-	0.629	-	0.652	0.623
MMP 2026.05	0.645	0.637	-	0.61	-	-	-	0.659	-	0.732	0.673
MCAT 2026.05	0.643	0.646	-	0.621	-	-	-	0.662	-	0.726	0.672
MOTCat 2026.05	0.642	0.581	-	0.587	-	-	-	0.626	-	0.659	0.66
PORPOISE 2026.05	0.642	0.621	-	0.617	-	-	-	0.65	-	0.702	0.669
SURVPATH 2026.05	0.642	0.641	-	0.604	-	-	-	0.66	-	0.755	0.658
DSMIL 2026.05	0.641	0.627	-	0.604	-	-	-	0.632	-	0.66	0.627
MLP 2026.05	0.638	0.606	-	0.623	-	-	-	0.63	-	0.656	0.626
PROTOPATH_wsi 2026.05	0.633	0.582	-	0.541	-	-	-	0.614	-	0.702	0.614
MiCo 2025.06	0.619	0.608	0.813	0.605	0.715	0.8	0.604	0.68	-	-	-
ILRA 2025.06	0.612	0.551	0.722	0.6	0.663	0.688	0.59	0.632	-	-	-
TransMIL 2025.06	0.61	0.555	0.76	0.565	0.694	0.773	0.585	0.649	-	-	-
SurvPath 2026.03	0.61	0.713	-	-	0.737	-	0.608	0.667	-	-	-
PatchGCN 2025.06	0.607	0.6	0.736	0.584	0.694	0.783	0.582	0.655	-	-	-
WiKG 2025.06	0.607	0.582	0.752	0.579	0.704	0.763	0.595	0.654	-	-	-
HVTSurv 2025.06	0.606	0.579	0.792	0.575	0.692	0.778	0.591	0.658	-	-	-
PANTHER 2026.03	0.605	0.627	-	-	0.763	-	0.604	0.65	-	-	-
PROTOPATH_gene 2026.05	0.604	0.582	-	0.557	-	-	-	0.597	-	0.629	0.614
TransMIL 2026.05	0.596	0.575	-	0.546	-	-	-	0.613	-	0.717	0.631
ABMIL 2026.05	0.593	0.602	-	0.544	-	-	-	0.608	-	0.691	0.608
RRTMIL 2025.06	0.588	0.542	0.738	0.597	0.699	0.77	0.579	0.644	-	-	-
DIMAFxwsi 2026.03	0.581	0.699	-	-	0.733	-	0.6	0.653	-	-	-
PIBD 2026.05	0.571	0.621	-	0.541	-	-	-	0.61	-	0.68	0.612
PIBD 2026.03	0.57	0.608	-	-	0.735	-	0.539	0.613	-	-	-
DeepGraphConv 2025.06	0.563	0.581	0.739	0.591	0.681	0.738	0.581	0.639	-	-	-
Patch-GCN 2021.07	0.56	0.58	0.824	-	-	-	0.585	0.636	0.629	-	-
AMIL 2025.06	0.551	0.576	0.736	0.59	0.681	0.778	0.584	0.642	-	-	-
ABMIL 2026.03	0.541	0.624	-	-	0.688	-	0.57	0.606	-	-	-
Attention MIL 2021.07	0.536	0.564	0.787	-	-	-	0.559	0.611	0.625	-	-
CoxPH 2026.03	0.528	0.491	-	-	0.502	-	0.463	0.496	-	-	-
DeepAttnMISL 2021.07	0.504	0.524	0.734	-	-	-	0.548	0.581	0.597	-	-
MIL (Deep Sets) 2021.07	0.5	0.5	0.498	-	-	-	0.496	0.499	0.5	-	-
DeepGraphConv 2021.07	0.499	0.574	0.816	-	-	-	0.552	0.62	0.659	-	-