ResearchBenchmarksRanking Recommendation on FashionRanking Recommendation on FashionFollow0.18NDCG@1AMEM4Rec0.13840.14920.160.1708Feb 9, 2026Evaluation resultsMethodMethodLinksNDCG@1NDCG@5NDCG@10AMEM4RecLLM Backbone=Gemini-2....LLM Backbone=Gemini-2.5-Flash2026.020.180.30920.4038LLMRankLLM Backbone=Gemini-2....LLM Backbone=Gemini-2.5-Flash2026.020.170.29020.4027AgentCFLLM Backbone=Gemini-2....LLM Backbone=Gemini-2.5-Flash2026.020.170.30290.3735iAgentLLM Backbone=Gemini-2....LLM Backbone=Gemini-2.5-Flash2026.020.140.27160.3337