| 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 |