Child
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Child 20 nodes, 25 edges
46Accuracy
36
child
95.2F1 Score
35
Child
18SHD
24
Child synthetic averaged over n ∈ {500, 1000, 5000, 10000}
0.14RNB
11
Child discrete (test)
56Precision
11
Child
0Structural Hamming Distance (SHD)
10
Child d=20, |E|=25 medium-scale (test)
100Precision
8
Child d=19
25.5Mod. SHD
7
child (ρ=0.4)
96Directed F1 Score
6
child (ρ=0.2)
47Directed-F1
6
Child
86Directed Edge F1
6
Child Out-of-domain
3.88MAE
5
Child In-domain
0.96MAE
5
child ρ=0.4
46Directed-F1
2
child ρ=0.2
15Directed-F1
2
child
100Precision
1
Child 20 nodes
—Primary metric
0