Metric: nDCG@100 (higher is better)
| # | Model↕ | nDCG@100▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | VASP | 0.448 | Yes | Deep Variational Autoencoder with Shallow Parall... | 2021-02-10 | Code |
| 2 | H+Vamp Gated | 0.44522 | Yes | Enhancing VAEs for Collaborative Filtering: Flex... | 2019-11-03 | Code |
| 3 | RecVAE | 0.442 | No | RecVAE: a New Variational Autoencoder for Top-N ... | 2019-12-24 | Code |
| 4 | RaCT | 0.434 | No | Towards Amortized Ranking-Critical Training for ... | 2019-06-10 | Code |
| 5 | Mult-VAE PR | 0.426 | No | Variational Autoencoders for Collaborative Filte... | 2018-02-16 | Code |
| 6 | EASE | 0.42 | No | Embarrassingly Shallow Autoencoders for Sparse D... | 2019-05-08 | Code |
| 7 | Mult-DAE | 0.419 | No | Variational Autoencoders for Collaborative Filte... | 2018-02-16 | Code |