ResearchBenchmarksText2Cypher Benchmark Generation on LDBC FinBenchText2Cypher Benchmark Generation on LDBC FinBenchFollow3,405Number of CandidatesPIPE-Cypher3,234.753,319.8753,4053,490.125Jun 7, 2026Evaluation resultsMethodMethodLinksNumber of CandidatesNumber of Accepted QueriesAcceptance RateCategory CoveragePIPE-CypherModel=Qwen3.5-9BModel=Qwen3.5-9B2026.063,4052,00058.78