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Benchmarks
Temporal Causal Discovery on Arctic Sea Ice (SHD, F1, FDR)
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46
SHD
TTCD
45
51.75
58.5
65.25
Apr 27, 2026
SHD
F1
FDR
Updated 22d ago
Evaluation Results
Method
Method
Links
SHD
F1
FDR
TTCD
Graph Setting=Full tem...
2026.04
46
45
50
PCMCI+
Graph Setting=Full tem...
2026.04
50
32
57
TCDF
Graph Setting=Full tem...
2026.04
51
21
63
NTS-NOTEARS
Graph Setting=Full tem...
2026.04
53
10
76
CD-NOD
Graph Setting=Full tem...
2026.04
54
25
63
CAUSALFORMER
Graph Setting=Full tem...
2026.04
55
43
59
LIN
Graph Setting=Full tem...
2026.04
56
31
63
PCMCI
Graph Setting=Full tem...
2026.04
62
31
68
DYNOTEARS
Graph Setting=Full tem...
2026.04
65
21
75
DAG-GNN
Graph Setting=Full tem...
2026.04
66
21
76
NOTEARS-MLP
Graph Setting=Full tem...
2026.04
71
38
68
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