Metric: Recall@50 (higher is better)
| # | Model↕ | Recall@50▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | H+Vamp Gated | 0.46252 | No | Enhancing VAEs for Collaborative Filtering: Flex... | 2019-11-03 | Code |
| 2 | RecVAE | 0.452 | No | RecVAE: a New Variational Autoencoder for Top-N ... | 2019-12-24 | Code |
| 3 | RaCT | 0.45 | No | Towards Amortized Ranking-Critical Training for ... | 2019-06-10 | Code |
| 4 | EASE | 0.445 | No | Embarrassingly Shallow Autoencoders for Sparse D... | 2019-05-08 | Code |
| 5 | Mult-VAE PR | 0.444 | No | Variational Autoencoders for Collaborative Filte... | 2018-02-16 | Code |
| 6 | Mult-DAE | 0.438 | No | Variational Autoencoders for Collaborative Filte... | 2018-02-16 | Code |