ResearchBenchmarksGraph Generation on syn-tipr IntelliGraphs (test)Graph Generation on syn-tipr IntelliGraphs (test)Follow100Validity (%)t-SAIL-4235077Feb 6, 2026Evaluation resultsMethodMethodLinksValidity (%)Novelty & Validity (%)Empty Graphs (%)Compression Length (bits/graph)t-SAIL2026.02100100026.3t-ARK2026.02100100023.34ARK2026.02100100023.48SAIL2026.0298.4598.45027.14uniform2026.0200061.61TransE2026.020094.4269.51DistMult2026.020086.6663.96ComplEx2026.020096.0567.51