Duffing Oscillator
Benchmarks
TaskDatasetSOTA resultTrendResults
Duffing Oscillator
0.011MSE
24
Duffing oscillator
0.075W2 Distance Error
7
Duffing oscillator noise level σ=0
1.11MSE (acceleration)
7
Duffing oscillator noise level 0
99.97SSIM (acceleration)
7
Duffing Oscillator c=0.5 (test)
0.073Relative Error
7
Duffing Oscillator (c=0) (test)
0.442Relative Error
7
Duffing oscillator noise level σ=0.01
1.18MSE (Acceleration)
6
Duffing oscillator noise level σ=0.005
1.25MSE (Acceleration)
6
Duffing oscillator noise level σ=0.001
1.41MSE (acceleration)
6
Duffing oscillator noise level 0.01
99.9SSIM (acceleration)
6
Duffing oscillator noise level 0.005
1SSIM (acceleration)
6
Duffing oscillator noise level 0.001
99.97SSIM (acceleration)
6
DUFFING OSCILLATOR (test)
0.013Theta Error (x10^-2)
6
Duffing Oscillator noise-free yk (test)
0RMSE q (m)
5
Duffing Oscillator noisy (test)
0.02RMSE q (m)
5
Duffing oscillator
1.92Evaluation Cost
5
Duffing oscillator Benchmark 3
0.109Mean Relative L2 Error ($u_t$)
4
Duffing oscillator
2.6True MSE
4
Duffing oscillator
63F1 Score
3
Duffing oscillator parameter shifts Param-Ext (OOD T3)
3.44MSE
3
Duffing oscillator cross-basin Regime-Ext (OOD T2)
4.93MSE (OOD T2)
3
Duffing oscillator ID (in-distribution)
4.75MSE
3
Duffing Oscillator
1Derivative R2 Score
3
Duffing Oscillator (test)
0.317NRMSE
3
Duffing Oscillator
—Primary metric
0