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Benchmarks
Causal Discovery on Synthetic Double-Mass spring system
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0.25
NSHD
CADYT
0.233
0.34775
0.4625
0.57725
Dec 16, 2025
NSHD
AUPRC
Updated 1mo ago
Evaluation Results
Method
Method
Links
NSHD
AUPRC
CADYT
Kernel=RBF
2025.12
0.25
79.1
CADYT
Kernel=Polynomial
2025.12
0.25
79.1
CADYT
2025.12
0.25
79
VARLINGAM
2025.12
0.5
38.6
VARLINGAM
2025.12
0.5
39
PCMCI+
2025.12
0.618
24.4
PCMCI+
2025.12
0.62
24
DYNOTEARS
2025.12
0.67
22
DYNOTEARS
2025.12
0.675
22.4
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