System Identification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
1RE
50
Feb 26, 2026
54.86RMSE
20
May 13, 2026
512.77RMSE
20
May 13, 2026
9.28RMSE
20
May 13, 2026
16.57RMSE
20
May 13, 2026
0.176MSE (x10^2)
16
Feb 26, 2026
0.107MSE (x10^2)
16
Feb 26, 2026
0.372MSE (x10^2)
16
Feb 26, 2026
0.063MSE (x10^2)
16
Feb 26, 2026
0.112MSE (x10^2)
16
Feb 26, 2026
0.3MSE
16
Feb 26, 2026
2Identification Error
12
Feb 26, 2026
0.004Rel Error (delta_mu)
12
Feb 26, 2026
0.187Runtime
10
Feb 26, 2026
7.12RMSE
9
Jun 5, 2026
0.058Empirical Risk (4-layer NN, Round a)
7
Jun 19, 2026
0MSE
6
Feb 26, 2026
0MSE
6
Feb 26, 2026
5.01Density
5
Jun 5, 2026
0.139RE
5
May 18, 2026
0.147Residual Error (RE)
5
May 18, 2026
0.165RE
5
May 18, 2026
0.146Registration Error (RE)
5
May 18, 2026
0.26RE (Error Rate)
5
May 18, 2026
0.035RE
5
May 18, 2026