ResearchBenchmarksCausal Discovery on Synthetic graphs (N=20, E=20)Causal Discovery on Synthetic graphs (N=20, E=20)Follow16.3Structural Hamming Distance (SHD)SCONE1335.27557.5579.825Mar 3, 2026Evaluation resultsMethodMethodLinksStructural Hamming Distance (SHD)F1 ScorePrecisionRecallSCONEN=20, E=20N=20, E=202026.0316.357.16153.7NOTEARSN=20, E=20N=20, E=202026.031846.843.451.7SEA (FCI)N=20, E=20N=20, E=202026.0321.9000AVICIN=20, E=20N=20, E=202026.0323.331.934.631SEA (GIES)N=20, E=20N=20, E=202026.0333.52.73.82.3DCDI-DSFN=20, E=20N=20, E=202026.0370.322.151.214.2DCD-FGN=20, E=20N=20, E=202026.0398.815.59.645