ResearchBenchmarksFraud Detection on Elliptic (test)Fraud Detection on Elliptic (test)Follow96.57F1 ScoreSAGE93.106894.005994.90595.8041Jun 6, 2026Evaluation resultsMethodMethodLinksF1 ScoreMCCR@FPR10^-4AUPRCSAGEMethod=SAGEMethod=SAGE2026.0696.570.962485.9298.94ManualMethod=ManualMethod=Manual2026.0696.440.960883.7498.84AutoGluonMethod=AutoGluonMethod=AutoGluon2026.0695.870.955280.5598.96FLAMLMethod=FLAMLMethod=FLAML2026.0695.80.954280.0798.83RSMethod=RSMethod=RS2026.0694.960.944379.9498.66LLM as CoderMethod=LLM as CoderMethod=LLM as Coder2026.0693.240.926581.4197.88