Deep Field-Aware Interaction Machine for Click-Through Rate Prediction

Table 2

Overall performance of different models.

Model	Logloss	AUC
LR	0.4059	0.7296
FM	0.4011	0.7394
FFM	0.3996	0.7435
DeepFM	0.3984	0.745
FNFM	0.3979	0.7463
DCN	0.3979	0.7456
FNN	0.3991	0.7426
DeepFIM	0.3973	0.7468

As a report in [18], a small improvement in offline AUC evaluation can lead to a substantial increase in online CTR.