ResearchBenchmarksMulti-task recommendation (Long-view) on Kuaishou Industrial Dataset (offline)Multi-task recommendation (Long-view) on Kuaishou Industrial Dataset (offline)Follow82.41AUCSMES-L82.025282.125182.22582.3249Feb 10, 2026Evaluation resultsMethodMethodLinksAUCGAUCSMES-L#Params=633M#Params=633M2026.0282.4176.71SMES-S#Params=272.70M#Params=272.70M2026.0282.3576.63Rankmixer#Params=280.90M#Params=280.90M2026.0282.3476.58MMoE#Params=243.96M#Params=243.96M2026.0282.2376.45PLE#Params=251.16M#Params=251.16M2026.0282.276.4MoME#Params=271.47M#Params=271.47M2026.0282.276.41HoME#Params=269.66M#Params=269.66M2026.0282.0476.26