Parameter Estimation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
1.5Length (m)
6
May 26, 2026
1.01Length (m)
6
May 26, 2026
825.69RMSE (×100)
6
May 13, 2026
847.95RMSE (x100)
6
May 13, 2026
0.08MSE_W
6
May 13, 2026
0.01MSE (W)
6
May 13, 2026
0.01MSE (theta)
6
May 1, 2026
0.15MSE (theta)
6
May 1, 2026
0.791α0
6
Apr 21, 2026
2,809MSE
6
Feb 27, 2026
0.021PINN Value
6
Feb 26, 2026
0.226Median MSE(sigma)
6
Feb 26, 2026
0.007Median MSE(sigma)
6
Feb 26, 2026
0Median MSE(sigma)
6
Feb 26, 2026
0Median MSE(sigma)
6
Feb 26, 2026
0.014MSE
6
Feb 27, 2026
0.08MSE_W
5
May 13, 2026
0.01MSE (W)
5
May 13, 2026
1.982Estimated Kappa 1
5
May 12, 2026
0.015alpha_0 Estimate
5
Apr 21, 2026
1.004A_egrmax
5
Mar 17, 2026
8.99Mean Runtime (ms)
5
Feb 26, 2026
8.64Mean Runtime (ms)
5
Feb 26, 2026
9.04Mean Runtime (ms)
5
Feb 26, 2026
0.032MAPE (lambda_2)
5
Feb 26, 2026