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Benchmarks
Causal Order Estimation on Covid non-linear synthetic 3
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1.67
SHD
Triplet
1.5288
2.4819
3.435
4.3881
Dec 18, 2024
SHD
D_top
Updated 18d ago
Evaluation Results
Method
Method
Links
SHD
D_top
Triplet
2024.12
1.67
-
PC
2024.12
3
-
MATS
configuration=MPDAG
2024.12
3
-
MATS
configuration=Causal O...
2024.12
3
-
GES
2024.12
5
-
BOSS
2024.12
5
-
GRaSP
2024.12
5
-
NOTEARS
2024.12
5.17
-
GOBNILP
2024.12
5.2
-
PC
Output representation=...
2024.12
-
2
GES
Output representation=...
2024.12
-
2
NOTEARS
Output representation=...
2024.12
-
4.46
BOSS
Output representation=...
2024.12
-
5
GRaSP
Output representation=...
2024.12
-
5
GOBNILP
Output representation=...
2024.12
-
4.45
Triplet
Output representation=...
2024.12
-
0
MATS MPDAG
Output representation=...
2024.12
-
1
MATS π
Output representation=...
2024.12
-
1
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