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Benchmarks
Temporal Causal Discovery on FMRI
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3
SHD
DAG-GNN
2.56
5.53
8.5
11.47
Apr 27, 2026
SHD
F1 Score
FDR
Updated 22d ago
Evaluation Results
Method
Method
Links
SHD
F1 Score
FDR
DAG-GNN
Graph Setting=Full tem...
2026.04
3
75
37
TTCD
Graph Setting=Full tem...
2026.04
3
66
25
DYNOTEARS
Graph Setting=Full tem...
2026.04
4
66
42
CD-NOD
Graph Setting=Full tem...
2026.04
4
50
33
LIN
Graph Setting=Full tem...
2026.04
4
60
40
PCMCI+
Graph Setting=Full tem...
2026.04
5
66
50
NTS-NOTEARS
Graph Setting=Full tem...
2026.04
5
54
50
PCMCI
Graph Setting=Full tem...
2026.04
7
53
60
TCDF
Graph Setting=Full tem...
2026.04
7
22
75
CAUSALFORMER
Graph Setting=Full tem...
2026.04
10
0
100
NOTEARS-MLP
Graph Setting=Full tem...
2026.04
14
30
80
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