Survival Prediction

Benchmarks

Dataset Name	SOTA Method	Metric
TCGA-LUAD	SMIL	C-index0.695	213	1mo ago
TCGA-UCEC	STEPH	C-index0.783	184	1mo ago
TCGA-BRCA	GrapHist	C-index0.76	149	1mo ago
TCGA-STAD	ResTopoMIL	C-index0.6807	125	1mo ago
TCGA-BLCA	HFGPI	C-index0.717	121	1mo ago
KIRC TCGA	MMP	C-Index0.7615	102	1mo ago
TCGA-COADREAD	MurreNet	C-index72.5	87	1mo ago
BLCA	MurreNet w/ IC-DiT	C-Index0.7255	80	1mo ago
BRCA	PTCMIL	C-Index0.745	80	1mo ago
TCGA-BRCA (test)	Cox-MT	Concordance Index (CI)0.81	67	2mo ago
LUAD	MurreNet w/ IC-DiT	C-index0.7251	64	1mo ago
TCGA-KIRP	MambaMIL+	C-index0.851	63	2mo ago
TCGA-KIRC (5-fold CV)	BioBERT	C-Index0.7778	56	4mo ago
TCGA-BRCA (5-fold cross-validation)	M2Surv	C-Index0.744	54	4mo ago
TCGA-LUAD (5-fold CV)	KEMM	C-Index0.6777	46	4mo ago
TCGA-CO-READ (5-fold cross-validation)	PIBD	C-Index0.786	45	4mo ago
Multi-modal Survival Dataset (test)	DRIM-Surv	C-index0.904	44	4mo ago
TCGA-STAD (5-fold cross-validation)	M2Surv	C-Index0.704	44	4mo ago
TCGA-COAD	CrossFusion	C-index0.694	43	1mo ago
TCGA (test)	DIMAF	BLCA Score0.679	41	2mo ago
TCGA GBM-LGG Internal (test)	Ours (Tch)	C-Index77.49	37	4mo ago
TCGA-KIRP (5-fold CV)	HGP-Mamba	C-Index0.842	37	4mo ago
TCGA-BLCA (5-fold cross-validation)	MambaMIL	C-Index0.677	35	4mo ago
GBMLGG	MurreNet w/ IC-DiT	C-index0.8811	34	1mo ago
TCGA Overall	MUST	C-index0.742	30	2mo ago

Showing 25 of 150 rows