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System Identification research benchmarks – Page 3 · SOTA2 Research

System Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

3.08E

3

May 22, 2026

0.99E

3

May 22, 2026

PAC-NeRF Toothpaste

6.51Mu

3

May 22, 2026

1.21Mu

3

May 22, 2026

PAC-NeRF Letter

97Mu

3

May 22, 2026

PAC-NeRF Droplet

2.09Mu

3

May 22, 2026

Lotka-Volterra System 5% noise

7.977MSE

3

Apr 14, 2026

Lorenz System 5% noise

156.4MSE

3

Apr 14, 2026

2NRMSE

3

Mar 31, 2026

1.6NRMSE

3

Mar 31, 2026

Quanser Aero 2 (test)

PE-MHL Ensemble

0.003MAE

2

Jun 4, 2026

Quanser Aero 2 (train)

PE-MHL Ensemble

0.003MAE

2

Jun 4, 2026

Page 3 of 3

Popular datasets

PAC-NeRF Synthetic Data EndoNeRF CholecSeg8K Synthetic second-order ODE

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