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Survival Prediction on TCGA (test)

0.679BLCA Score

DIMAF

Updated 1mo ago

Evaluation Results

Method	Links
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	-
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	-
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 2026.03		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