All-cause mortality prediction on Open-weight cohort N = 4,886 benchmark leaderboard · SOTA2 Research

All-cause mortality prediction on Open-weight cohort N = 4,886

2,597Cohort Size (N)DiSSCo GT

Evaluation Results

Method	Links
DiSSCo GT2026.07		2,597	337	1,713.9	2.47	0.001
Cooper GT2026.07		1,856	327	1,670.2	3.38	0.001
MOSAIC open-weight (LLM)2026.07		1,760	231	1,704	2.43	0.001
MOSAIC Frozen2026.07		1,339	186	1,705.1	1.97	0.001
Young GT (DCSI)2026.07		1,272	222	1,673.1	3.16	0.001
Young GT (DCSI)2026.07		1,267	141	1,726.7	1.89	0.001
MOSAIC open-weight (LLM)2026.07		1,247	117	1,760.9	1.63	0.001
Cooper GT2026.07		887	53	1,771.1	1.06	0.694
MOSAIC open-weight (LLM)2026.07		707	93	1,708.8	2.34	0.001
DiSSCo GT2026.07		263	56	1,642.9	4.03	0.001
MOSAIC Frozen2026.07		247	36	1,654.8	2.63	0.001
Young GT (DCSI)2026.07		202	17	1,743.4	1.41	0.164
Cooper GT2026.07		186	14	1,774.9	1.34	0.279
MOSAIC Frozen2026.07		76	38	1,302.9	9.79	0.001