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Dynamical Systems Reconstruction on LEMON empirical (train/evaluation)
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2.73
Dstsp
ConvSSM
2.2188
5.6694
9.12
12.5706
Nov 5, 2024
Dstsp
DPSE
10-step PE
Updated 4d ago
Evaluation Results
Method
Method
Links
Dstsp
DPSE
10-step PE
ConvSSM
GTF=enabled
2024.11
2.73
0.14
1.78
standard SSM
2024.11
2.77
0.15
2
LFADS
2024.11
3.24
0.43
2.45
ConvSSM
GTF=disabled, alpha=0
2024.11
3.77
0.34
1.43
Noise process
2024.11
4.62
0.76
-
Fixed point
2024.11
5.27
-
-
MINDy
2024.11
6.79
0.27
1.97
rSLDS
2024.11
15.51
0.24
1.78
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