Metric: RMSE (lower is better)
| # | Model↕ | RMSE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GLocal-K | 0.7208 | No | GLocal-K: Global and Local Kernels for Recommend... | 2021-08-27 | Code |
| 2 | IGMC | 0.721 | No | Inductive Matrix Completion Based on Graph Neura... | 2019-04-26 | Code |
| 3 | MG-GAT | 0.727 | Yes | - | - | Code |
| 4 | GRAEM / KPMF | 0.7323 | Yes | Scalable Probabilistic Matrix Factorization with... | 2019-08-25 | Code |
| 5 | GC-MC | 0.734 | Yes | Graph Convolutional Matrix Completion | 2017-06-07 | Code |
| 6 | Factorized EAE | 0.738 | No | Deep Models of Interactions Across Sets | 2018-03-07 | Code |
| 7 | sRGCNN | 0.8012 | Yes | Geometric Matrix Completion with Recurrent Multi... | 2017-04-22 | Code |
| 8 | GRALS | 0.8326 | Yes | - | - | Code |