ResearchBenchmarksFunction-level smart contract vulnerability detection on Top200Function-level smart contract vulnerability detection on Top200Follow0TPLogicScan-0.001-0.000500.0005Feb 3, 2026Evaluation resultsMethodMethodLinksTPFPFNPrecisionRecallF1-scoreLogicScan2026.020180———GPTScan2026.020120———ZepScope2026.020480———Slither2026.020530———LLM-Only2026.020400———