Full Sequence Generation on Sepsis benchmark leaderboard · SOTA2 Research

Full Sequence Generation on Sepsis

100Coefficient SGGATN

Evaluation Results

Method	Links
GGATN2026.06		100	0.2977	71.69	1,089,448	0.6271	0	81.25	48.16	73.11	20.02	81.77	12.77	446,981	0	0	104
GGATN_j2026.06		100	0.3046	71.84	10,733,339	0.6314	0	81.25	48.84	72.73	20.05	81.31	13.08	345,565	0	0	104
GGATN_s52026.06		100	0.2921	73.21	1,361,757	0.6401	0	81.25	48.78	73.67	20.1	81.81	12.97	334,917	0	0	104
GGATN_s102026.06		100	0.3004	72.72	894,149	0.649	0	81.25	49.91	74.73	19.75	82.07	12.97	621,142	0	0	104
LSTM (32k)2026.06		86.54	0.524	51.81	1,670,784	0.4467	24	93.75	24.89	32.58	81.46	61.58	31.15	14,337,061	1	1	90
LSTM (4k)2026.06		63.46	0.9833	10.61	1,353,228	0.0867	320	62.5	2.69	3.5	73.51	14.63	48.41	22,346,748	1	1	66
Markov (4k)2026.06		16.35	1.5442	2.01	2,984,395	0.0155	623	62.5	1.19	1.13	353.71	7.27	44.6	22,264,333	1	1	17