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Papers Benchmarks Datasets Tasks

State Reconstruction research benchmarks · SOTA2 Research

State Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

neutrophil Gaussian noise (test)

0Full Test MSE

20

Feb 26, 2026

consumer Gaussian noise (test)

3.57Full Test MSE

20

Feb 26, 2026

viral Gaussian noise (test)

0Full Test MSE

20

Feb 26, 2026

seirh Gaussian noise (test)

0Full Test MSE

20

Feb 26, 2026

seir Gaussian noise (test)

0Full Test MSE

20

Feb 26, 2026

neutrophil Correlated Gaussian noise (test)

0MSE

20

Feb 26, 2026

consumer Correlated Gaussian noise (test)

4.01MSE

20

Feb 26, 2026

viral Full Correlated Gaussian noise (test)

0MSE

20

Feb 26, 2026

seirh Correlated Gaussian noise (test)

0MSE

20

Feb 26, 2026

seir Correlated Gaussian noise (test)

0MSE

20

Feb 26, 2026

neutrophil Student-t noise (test)

0Full Test MSE

20

Feb 26, 2026

consumer Student-t noise (test)

3.01Full Test MSE

20

Feb 26, 2026

viral Student-t noise (test)

0Full Test MSE

20

Feb 26, 2026

seirh Student-t noise (test)

0Full Test MSE

20

Feb 26, 2026

seir Student-t noise Population and Biological Dynamics Datasets (test)

0Full Test MSE

20

Feb 26, 2026

epo Correlated Gaussian noise (test)

0.392MSE

20

Feb 26, 2026

colorectal Correlated Gaussian noise (test)

0.001MSE

20

Feb 26, 2026

tumordrug Correlated Gaussian noise (test)

0.87MSE

20

Feb 26, 2026

tumor Correlated Gaussian noise (test)

0.118MSE

20

Feb 26, 2026

tmdd lite Correlated Gaussian noise (test)

0.003MSE

20

Feb 26, 2026

glucose Correlated Gaussian noise (test)

0.004MSE

20

Feb 26, 2026

diabetes Correlated Gaussian noise (test)

0.963MSE

20

Feb 26, 2026

12 different tasks Student-t heavy-tailed noise

0.011GM State-Est MSE

20

Feb 26, 2026

12 different tasks Correlated Gaussian noise

0.011Geometric Mean State MSE

20

Feb 26, 2026

12 different tasks Isotropic Gaussian noise

0.011Geometric Mean State Estimation MSE

20

Feb 26, 2026

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