Erdős-Rényi graphs
Benchmarks
TaskDatasetSOTA resultTrendResults
Erdős-Rényi graphs (out-of-sample)
12.86MAPE
68
Erdős-Rényi graphs G(n, p) synthetic n = 2000
0.075Runtime (s)
25
50-node Erdős-Rényi graphs p=0.5
476.33Skeleton Structural Hamming Distance (SHD)
21
Erdős–Rényi graphs G(n=20000, p) (synthetic)
0.07Runtime (s)
20
Erdős-Rényi graphs G(n, p) synthetic (n=10000)
0.154Time (s)
18
Erdős-Rényi (ER) graphs nonlinear causal models d = 100
295.92E-SHD
3
Erdős-Rényi (ER) graphs nonlinear causal models d = 70
143.7E-SHD
3
Erdős-Rényi (ER) graphs 32~40 vertices
98.9Max Cut Ratio
2
Erdős-Rényi (ER) graphs 16~20 vertices
99.5Maximum Cut Size
2