ResearchBenchmarksText2Cypher Benchmark Generation on LDBC SNBText2Cypher Benchmark Generation on LDBC SNBFollow1,520Number of CandidatesPIPE-Cypher1,4441,4821,5201,558Jun 7, 2026Evaluation resultsMethodMethodLinksNumber of CandidatesNumber of Accepted QueriesAcceptance RateNumber of Target Categories HitPIPE-CypherModel=Qwen3.5-9BModel=Qwen3.5-9B2026.061,5201,00065.88