ResearchBenchmarksExplanation Necessity on NELL995Follow-6.82p ScoreFirst-23.9912-19.5281-15.065-10.6019Oct 17, 2025Evaluation ResultsMethodMethodLinks2p Score3p Score2i Score3i Score2u Score2u1p Score1p2i Score2i1p ScoreFirst2025.10-6.8-5.19-5.75-7.17-20.33.21-0.05-1.17Random2025.10-7.83-2.82-5.75-7.17-20.30.61-1.31-3.27Last2025.10-9.22-3.13-5.75-7.17-20.3-3.78-1.55-8.02Score2025.10-16.4-10.94-19.39-25.92-45.677.29-9.85-12.22CQD-SHAP2025.10-23.33-16.31-26.92-39.64-45.7-9.18-17.65-17.27