Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Learning deterministic mean dynamics on Van der Pol oscillator
Loading...
1.5
True MSE
SPH-NN-NLL
1.4452
1.8151
2.185
2.5549
Mar 10, 2026
True MSE
Mean |Δq|
Mean |Δp|
Mean |ΔH|
Updated 1mo ago
Evaluation Results
Method
Method
Links
True MSE
Mean |Δq|
Mean |Δp|
Mean |ΔH|
SPH-NN-NLL
Model=SPH-NN-NLL
2026.03
1.5
0.015
0.02
0.023
SPH-NN-CE
Model=SPH-NN-CE
2026.03
2.2
0.011
0.017
0.018
Baseline
Model=Baseline
2026.03
2.53
0.247
0.33
0.349
SPH-NN-IB
Model=SPH-NN-IB
2026.03
2.87
0.037
0.051
0.053
Feedback
Search any
task
Search any
task