Cancer
Benchmarks
TaskDatasetSOTA resultTrendResults
Cancer
93F1 Score
34
Cancer
73.51Accuracy
28
Cancer
73ARI
25
Cancer
0SHD
24
Cancer linear synthetic
0Dtop
17
cancer
48.6Validity
15
Cancer n=5
0Structural Hamming Distance (SHD)
14
Cancer (test)
94.4Accuracy
13
cancer
0.05Running Time (s)
10
Cancer Dataset
1.25MSE
10
Cancer (test)
-6MSE
10
cancer
56.1ARI
10
Cancer non-linear synthetic
3.92D_top Score
9
Cancer linear synthetic standard
0SHD
9
Cancer non-linear synthetic
2.67SHD
9
CANCER
70.2Accuracy
9
Cancer
0Epsilon ATE
8
Cancer linear synthetic data
0SHD
8
Cancer (held-out λnk ∈ {1, 2, 3, 4, 6, 7, 8, 9})
102.49Reward
8
Cancer (d=5, |E|=4) small-scale (test)
1Precision
8
Cancer
96.6Accuracy
7
Cancer bnlearn
91.6AUROC
6
Cancer 31D
39.54ELBO
6
Cancer (test)
100Balanced Accuracy
6
Cancer
0.134Mean Wasserstein Distance
5