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Papers Benchmarks Datasets Tasks

Parameter Recovery research benchmarks · SOTA2 Research

Parameter Recovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic 50% MCAR (test)

0.803RMSE (Imputation)

7

Mar 24, 2026

3Friction Loss Relative Error

6

Feb 26, 2026

Tentacle sim2sim (best seed)

10Young's Modulus Relative Error

6

Feb 26, 2026

Damped Pendulum ODE unforced

0.08g/L Error

4

May 22, 2026

Synthetic Gaussian Mixture (n=1000, d=20, K=3, delta=1.0) 1.0 (test)

—

—Primary metric

0

Feb 26, 2026

Popular datasets

Synthetic Synthetic Gaussian Mixture Finger Tentacle Damped Pendulum ODE

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