多模态信息增强的短视频推荐模型

霍育福,金蓓弘,廖肇翊

Multi-modal information augmented model for micro-video recommendation

Yufu HUO,Beihong JIN,Zhaoyi LIAO

表 9 学习率对推荐性能的影响

Tab.9 Impact of learning rate on rec-performance

学习率 WeChat TikTok AUC@10 AUC@30 AUC@10 AUC@30 0.01000 0.5000 0.7433 0.7025 0.5000 0.00500 0.5003 0.5000 0.8518 0.5000 0.00200 0.9178 0.9329 0.8938 0.8919 0.00100 0.9521 0.9406 0.8899 0.8843 0.00050 0.9479 0.9435 0.8871 0.8888 0.00020 0.9470 0.9516 0.8898 0.8867 0.00010 0.9427 0.9485 0.8909 0.8908 0.00005 0.9473 0.9453 0.8893 0.8924 0.00002 0.9494 0.9426 0.8902 0.8892 0.00001 0.9443 0.9489 0.8926 0.8890