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Benchmarks
Dynamics Modeling on MassSpring Standard Benchmark (CS2)
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0.0055
MAE
PNODE
-0.041438
0.275666
0.59277
0.909874
Nov 28, 2025
MAE
DTW
Mean Violation
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
DTW
Mean Violation
PNODE
projection=Fast
2025.11
0.0055
0.602
0
PINN
version=Dynamics
2025.11
0.0088
0.96
0.0957
PHRPINN
projection=Fast
2025.11
0.011
0.573
0.0507
PHRPINN
projection=Fast
2025.11
0.0969
16.5
0.635
PNODE
projection=Fast
2025.11
0.334
57.7
-
PINN
version=Dynamics
2025.11
1.18
186
1.21
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