ResearchBenchmarksLive-streaming Recommendation on Kuaishou Live-streaming Scenario #2Follow89Click RateQARM V228.05643.87859.775.522Feb 9, 2026Evaluation ResultsMethodMethodLinksClick RateWatch Time ScoreWatch Count ScoreGift Count RateLike RateComment RateFollow RateQARM V2Item Group=Cold-startItem Group=Cold-start2026.02890.9980.99891.8———QARM V2Item Group=OthersItem Group=Others2026.0230.40.4820.434291.746.482.641.8