Paper | Code | nDCG@100 | Recall@50 | Recall@20 | Recall@100 | ModelName | ReleaseDate |
---|---|---|---|---|---|---|---|
Embarrassingly Shallow Autoencoders for Sparse Data | ✓ Link | 0.389 | 0.428 | 0.333 | EASE | 2019-05-08 | |
Scalable Approximate NonSymmetric Autoencoder for Collaborative Filtering | ✓ Link | 0.388 | 0.427 | 0.332 | SANSA | 2023-09-14 | |
RecVAE: a New Variational Autoencoder for Top-N Recommendations with Implicit Feedback | ✓ Link | 0.326 | 0.374 | 0.276 | RecVAE | 2019-12-24 | |
Towards Amortized Ranking-Critical Training for Collaborative Filtering | ✓ Link | 0.319 | 0.364 | 0.268 | RaCT | 2019-06-10 | |
Variational Autoencoders for Collaborative Filtering | ✓ Link | 0.316 | 0.364 | 0.266 | Mult-VAE PR | 2018-02-16 | |
Variational Autoencoders for Collaborative Filtering | ✓ Link | 0.313 | 0.363 | 0.266 | Mult-DAE | 2018-02-16 | |
Collaborative Metric Learning | ✓ Link | 0.2460 | 0.3022 | CML | 2017-04-01 |