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State Reconstruction

Benchmarks

Dataset Name	SOTA Method	Metric
neutrophil Gaussian noise (test)	MAAT	Full Test MSE0.0002	20	1mo ago
consumer Gaussian noise (test)	MAAT	Full Test MSE3.57	20	1mo ago
viral Gaussian noise (test)		Full Test MSE0	20	1mo ago
seirh Gaussian noise (test)	MAAT	Full Test MSE0	20	1mo ago
seir Gaussian noise (test)	MAAT	Full Test MSE0	20	1mo ago
neutrophil Correlated Gaussian noise (test)	MAAT	MSE0.0002	20	1mo ago
consumer Correlated Gaussian noise (test)	MAAT	MSE4.01	20	1mo ago
viral Full Correlated Gaussian noise (test)		MSE0	20	1mo ago
seirh Correlated Gaussian noise (test)	MAAT	MSE0	20	1mo ago
seir Correlated Gaussian noise (test)	MAAT	MSE0	20	1mo ago
neutrophil Student-t noise (test)	MAAT	Full Test MSE0.0002	20	1mo ago
consumer Student-t noise (test)	MAAT	Full Test MSE3.01	20	1mo ago
viral Student-t noise (test)		Full Test MSE0	20	1mo ago
seirh Student-t noise (test)	MAAT	Full Test MSE0	20	1mo ago
seir Student-t noise Population and Biological Dynamics Datasets (test)	MAAT	Full Test MSE0	20	1mo ago
epo Correlated Gaussian noise (test)		MSE0.392	20	1mo ago
colorectal Correlated Gaussian noise (test)	MAAT	MSE0.0013	20	1mo ago
tumordrug Correlated Gaussian noise (test)	MAAT	MSE0.87	20	1mo ago
tumor Correlated Gaussian noise (test)	MAAT	MSE0.118	20	1mo ago
tmdd lite Correlated Gaussian noise (test)	MAAT	MSE0.003	20	1mo ago
glucose Correlated Gaussian noise (test)	neural ode	MSE0.0045	20	1mo ago
diabetes Correlated Gaussian noise (test)	neural ode	MSE0.963	20	1mo ago
12 different tasks Student-t heavy-tailed noise	MAAT	GM State-Est MSE0.0106	20	1mo ago
12 different tasks Correlated Gaussian noise	MAAT	Geometric Mean State MSE0.0114	20	1mo ago
12 different tasks Isotropic Gaussian noise	MAAT	Geometric Mean State Estimation MSE0.0112	20	1mo ago

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