ResearchBenchmarksSemantic Relevance Retrieval on Commercial Recommendation System Period P2Semantic Relevance Retrieval on Commercial Recommendation System Period P2Follow52.31Avg Topic Match Rate (T1)MFLI23.699631.127338.55545.9827Feb 18, 2026Evaluation resultsMethodMethodLinksAvg Topic Match Rate (T1)Avg Topic Match Rate (T2)MFLI2026.0252.3138.7VQIndex2026.0247.4734.56MTMH2026.0246.133.55MoL2026.0239.6526.84HLLM2026.0238.9426.48HSTU2026.022819.07NeuCF2026.0224.817.1