| Approachs | Movielens-1M | |
| AUC | ACC | |
| PER | 0.710 | 0.664 | 
| CKE | 0.801 | 0.742 | 
| DKN | 0.655 | 0.589 | 
| RippleNet | 0.920 | 0.842 | 
| MKR | 0.917 | 0.843 | 
| MKFM | 0.934 | 0.858 | 
| MKAFM | 0.939 | 0.866 | 
| MKAFG | 0.945 | 0.876 |