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Benchmarks
Regression on Pendulum (test)
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0.0034
MSE
S5
0.000921
0.017723
0.034525
0.051327
Aug 9, 2022
MSE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
S5
Runtime (sec/train epo...
2022.08
0.0034
CRU
Runtime (sec/train epo...
2022.08
0.0039
S5-append
Runtime (sec/train epo...
2022.08
0.0041
CRU
Runtime (sec/train epo...
2022.08
0.0046
RKN-Δt
Runtime (sec/train epo...
2022.08
0.0051
GRU-Δt
Runtime (sec/train epo...
2022.08
0.0054
f-CRU
Runtime (sec/train epo...
2022.08
0.0062
S5-drop
Runtime (sec/train epo...
2022.08
0.0067
ODE-RNN
Runtime (sec/train epo...
2022.08
0.0073
RKN
Runtime (sec/train epo...
2022.08
0.0084
GRU
Runtime (sec/train epo...
2022.08
0.0094
GRU-ODE-B
Runtime (sec/train epo...
2022.08
0.0098
Latent ODE
Runtime (sec/train epo...
2022.08
0.0157
mTAND
Runtime (sec/train epo...
2022.08
0.0656
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