Rating Prediction on MovieLens 90/10 1M (train test)
0.829RMSECF-NADE
Evaluation Results
| Method | Links | |
|---|---|---|
| CF-NADESide Information=None, Split=90/10, Model Variant=Best-performing2017.06 | 0.829 | |
| CF-NADE2018.03 | 0.829 | |
| I-AutorecSide Information=false2016.06 | 0.8305 | |
| I-AUTORECSide Information=None, Split=90/102017.06 | 0.831 | |
| I-AUTOREC2018.03 | 0.831 | |
| I-CFN++Side Information=true2016.06 | 0.8316 | |
| GC-MCSide Information=None, Split=90/102017.06 | 0.832 | |
| GC-MC2018.03 | 0.832 | |
| I-CFNSide Information=false2016.06 | 0.8321 | |
| LLORMA-LocalSide Information=None, Split=90/102017.06 | 0.833 | |
| LLORMA-Local2018.03 | 0.833 | |
| LLORMASide Information=false2016.06 | 0.8371 | |
| NNMFSide Information=None, Split=90/102017.06 | 0.843 | |
| NNMF2018.03 | 0.843 | |
| ALS-WRSide Information=false2016.06 | 0.8433 | |
| BiasMFSide Information=None, Split=90/102017.06 | 0.845 | |
| BiasMF2018.03 | 0.845 | |
| I-RBMSide Information=None, Split=90/102017.06 | 0.854 | |
| I-RBM2018.03 | 0.854 | |
| U-CFN++Side Information=true2016.06 | 0.8572 | |
| U-CFNSide Information=false2016.06 | 0.8574 | |
| Factorized EAE2018.03 | 0.86 | |
| Self-Supervised Model2018.03 | 0.863 | |
| SVDFeatureSide Information=false2016.06 | 0.8631 | |
| BPMFSide Information=false2016.06 | 0.8705 | |
| PMFSide Information=None, Split=90/102017.06 | 0.883 | |
| PMF2018.03 | 0.883 |