Variational Autoencoders for Collaborative Filtering

Benchmark Model Rank Results
collaborative-filtering-on-million-songMult-VAE PR#5nDCG@100: 0.316Recall@50: 0.364Recall@20: 0.266
collaborative-filtering-on-million-songMult-DAE#6nDCG@100: 0.313Recall@50: 0.363Recall@20: 0.266
collaborative-filtering-on-netflixMult-VAE PR#5nDCG@100: 0.386Recall@20: 0.351Recall@50: 0.444
collaborative-filtering-on-netflixMult-DAE#6nDCG@100: 0.380Recall@20: 0.344Recall@50: 0.438
collaborative-filtering-on-movielens-20mMult-VAE PR#10Recall@20: 0.395Recall@50: 0.537nDCG@100: 0.426
collaborative-filtering-on-movielens-20mMult-DAE#12Recall@20: 0.387Recall@50: 0.524nDCG@100: 0.419