ResearchBenchmarksLLM-relation detection on LLM Relationship Detection (test)LLM-relation detection on LLM Relationship Detection (test)Follow93.4AccuracyDNA47.53659.44371.3583.257Sep 29, 2025Evaluation resultsMethodMethodLinksAccuracyPrecisionRecallF1 ScoreAUCDNABackbone=BGE, Classifi...Backbone=BGE, Classifier=SVM2025.0993.490.598.29499.2DNABackbone=MPNet, Classi...Backbone=MPNet, Classifier=SVM2025.0993.291.496.693.799DNABackbone=Qwen3, Classi...Backbone=Qwen3, Classifier=SVM2025.0991.989.895.792.597.9PhyloLMClassifier=SVMClassifier=SVM2025.0974.274.181.276.678.8Greedy2025.0959.375.932.945.860.6Random2025.0949.351.551.651.649.2