Collaborative Filtering on Amazon-book (recall@20, ndcg@20)
0.071Recall@20GF-CF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GF-CFcomponents=linear filter + ideal low-pass filter2021.08 | 0.071 | 0.0584 | |
| LGCN-IDEtraining=untrained, embedding=infinitely dimensional2021.08 | 0.0612 | 0.0514 | |
| LightGCN2021.08 | 0.0411 | 0.0315 | |
| Mult-VAEdistribution=multinomial2021.08 | 0.0407 | 0.0315 | |
| GRMFregularizer=graph Laplacian2021.08 | 0.0354 | 0.027 | |
| GRMF-normregularizer=normalized Laplacian2021.08 | 0.0352 | 0.0269 | |
| NGCF2021.08 | 0.0344 | 0.0263 |