Parameter Estimation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
291.81RMSE (×100)
3
May 13, 2026
8.479RMSE
3
May 13, 2026
-55,732.46Log-Likelihood
3
May 11, 2026
-11,142.17Log-Likelihood
3
May 11, 2026
-5,505.23Log-Likelihood
3
May 11, 2026
12.1Relative Rp Error
3
Mar 25, 2026
0.142Relative Rp Error
3
Mar 25, 2026
0.081Relative Rp Error
3
Mar 25, 2026
36.07Mean Estimation Error
3
Mar 10, 2026
4.128Estimated gamma_0
2
Jun 2, 2026
4.031Gamma 0 Estimate
2
Jun 2, 2026
3.983Estimated Gamma 0
2
Jun 2, 2026
4.02Estimated Gamma 0
2
Jun 2, 2026
0.038RMSE (pi)
2
May 26, 2026
29.81Alpha (degrees)
2
May 26, 2026
27Angle Alpha (α)
2
May 26, 2026
19.92Alpha Error (°)
2
May 26, 2026
7Parameter n
2
May 22, 2026
35Mixing Probability (π)
2
May 22, 2026
35Inflation Rate (π)
2
May 22, 2026
35Mixing Probability (π)
2
May 22, 2026
92.5Accuracy (10% Error)
2
May 22, 2026
98.3Accuracy (10% Error)
2
May 22, 2026
100Accuracy (10% Tol)
2
May 22, 2026
0MSE ($ heta_1$)
2
Feb 26, 2026