Collaborative Filtering on ML-20M large (test)
0.403Recall@20RaCT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RaCT2019.06 | 0.403 | 0.543 | 0.434 | |
| VAE+implementation=reproduction run2019.06 | 0.396 | 0.536 | 0.426 | |
| LambdaRanktraining_constraint=same wall-clock time2019.06 | 0.395 | 0.534 | 0.427 | |
| VAEsource=Liang et al. (2018)2019.06 | 0.395 | 0.537 | 0.426 | |
| EASEsource=Liang et al. (2018)2019.06 | 0.391 | 0.521 | 0.42 | |
| CDAEsource=Liang et al. (2018)2019.06 | 0.391 | 0.523 | 0.418 | |
| SLIMsource=Liang et al. (2018)2019.06 | 0.37 | 0.495 | 0.401 | |
| WMFsource=Liang et al. (2018)2019.06 | 0.36 | 0.498 | 0.386 | |
| EASEsource=Liang et al. (2018)2019.06 | 0.333 | 0.428 | 0.389 | |
| WARPtraining_constraint=same wall-clock time2019.06 | 0.31 | 0.448 | 0.348 | |
| RaCT2019.06 | 0.268 | 0.364 | 0.319 | |
| VAEsource=Liang et al. (2018)2019.06 | 0.266 | 0.364 | 0.316 | |
| VAE+implementation=reproduction run2019.06 | 0.26 | 0.356 | 0.31 | |
| LambdaRanktraining_constraint=same wall-clock time2019.06 | 0.259 | 0.355 | 0.308 | |
| WMFsource=Liang et al. (2018)2019.06 | 0.211 | 0.312 | 0.257 | |
| CDAEsource=Liang et al. (2018)2019.06 | 0.188 | 0.283 | 0.237 | |
| WARPtraining_constraint=same wall-clock time2019.06 | 0.162 | 0.253 | 0.21 |