asia
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Asia
84F1 Score
24
Asia
0SHD
24
Asia
100F1 Score
19
Asia 8 nodes, 8 edges
88Accuracy
18
Asia linear synthetic
4.31Dtop
17
asia
90.67F1 Score
15
Asia (test)
67BSF
12
Asia synthetic averaged over n ∈ {500, 1000, 5000, 10000}
0.641RNB
11
Asia discrete (test)
66Precision
11
asia 8 nodes (test)
90.67F1 Score
11
Asia14 pixel-based RAG
77Accuracy
10
Asia non-linear synthetic
1.22D_top
9
Asia linear synthetic standard
3SHD
9
Asia non-linear synthetic
8.67SHD
9
ASIA
0SHD
8
Asia
0Epsilon ATE
8
Asia linear synthetic data
2.22SHD
8
Asia (d=8, |E|=8) small-scale (test)
100Precision
8
Asia (d=8)
4.6Modified SHD
7
asia ρ=0.4
92Directed F1 Score
6
asia ρ=0.2
73Directed F1 Score
6
Asia bnlearn
91AUROC
6
Asia N=800 (train)
84F1 Score
6
Asia N=400 (train)
84F1 Score
6
asia
0.763AUC
3