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Benchmarks
Causal Discovery on Sachs
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83
F1 Score
DiscoPER
20.6
36.8
53
69.2
May 28, 2026
Jun 2, 2026
Jun 8, 2026
Jun 14, 2026
Jun 19, 2026
Jun 25, 2026
Jul 1, 2026
F1 Score
Accuracy
AUPRC
Updated 24d ago
Evaluation Results
Method
Method
Links
F1 Score
Accuracy
AUPRC
DiscoPER
Reflect mechanism=Enabled
2026.07
83
-
-
GPT-4 BFS
2026.07
74
-
-
DiscoPER
Reflect mechanism=Disa...
2026.07
72
-
-
TTT-SCL
initialization=Notears
2026.05
56.4
85.9
53.6
PC
2026.07
48
-
-
PC
2026.05
45.7
84.2
30.1
GES
2026.07
42
-
-
GOLEM
2026.07
38
-
-
GES
2026.05
36.3
82.6
24.2
NOTEARS
2026.05
36.3
82.6
24.2
NOTEARS
2026.07
36
-
-
DAG-GNN
2026.07
33
-
-
TTT-SCL
initialization=random
2026.05
24
68.5
24.5
AVICI
version=scm-v0
2026.05
23
83.4
31.6
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