模型 | Adressa-1week | Adressa-10week | ||
AUC | F1 | AUC | F1 | |
Wide & Deep | 68.35 | 69.33 | 73.28 | 69.53 |
DeepFM | 69.23 | 62.01 | 74.04 | 65.82 |
DKN | 75.57 | 76.95 | 74.32 | 72.29 |
DAN | 75.93 | 74.01 | 76.76 | 71.64 |
GNewsRec | 81.26 | 82.85 | 78.62 | 81.01 |
GNUD | 84.01 | 83.90 | 83.21 | 81.09 |
TSHGSN | 85.37 | 84.93 | 84.16 | 82.02 |