ResearchBenchmarksItem Recommendation on Amazon Reviews Arts, Crafts & Sewing (cold-start)Follow57.9H@1ItemRAG44.48447.96751.4554.933Nov 19, 2025Evaluation ResultsMethodMethodLinksH@1H@3H@5N@3N@5ItemRAG2025.1157.982.791.472.375.9AdaptRec2025.1149.573.58562.467.1ReACT2025.1147.272.784.46266.8CoRAL2025.1146.473.483.961.866.3Zero-shot2025.1145.772.283.861.165.6ICL2025.114574.385.861.966.6