OpenCodePapers

collaborative-filtering-on-movielens-1m-1

Collaborative Filtering
Dataset Link
Results over time
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Leaderboard
PaperCodeNDCG@20Recall@20ModelNameReleaseDate
SimpleX: A Simple and Strong Baseline for Collaborative Filtering✓ Link0.2670SimpleX2021-09-26
UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation✓ Link0.26420.2787UltraGCN2021-10-28
Disentangled Graph Collaborative Filtering✓ Link0.25040.2640DGCF2020-07-03
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation✓ Link0.24270.2576LightGCN2020-02-06