Recommendation Systems on MovieLens 1M

Metric: RMSE (lower is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

#	Model↕	RMSE▲	Extra Data	Paper	Date↕	Code
1	GLocal-K	0.8227	No	GLocal-K: Global and Local Kernels for Recommend...	2021-08-27	Code
2	Sparse FC	0.824	No	-	-	Code
3	CF-NADE	0.829	No	A Neural Autoregressive Approach to Collaborativ...	2016-05-31	Code
4	IMC-GAE	0.829	No	Inductive Matrix Completion Using Graph Autoenco...	2021-08-25	Code
5	I-AutoRec	0.831	No	-	-	Code
6	GC-MC	0.832	No	Graph Convolutional Matrix Completion	2017-06-07	Code
7	I-CFN	0.8321	No	Hybrid Recommender System based on Autoencoders	2016-06-24	Code
8	GHRS	0.838	No	GHRS: Graph-based Hybrid Recommendation System w...	2021-11-06	Code
9	FedPerGNN	0.839	No	-	-	Code
10	BST	0.8401	No	Behavior Sequence Transformer for E-commerce Rec...	2019-05-15	Code
11	NNMF	0.843	No	Neural Network Matrix Factorization	2015-11-19	Code
12	FedGNN	0.848	No	FedGNN: Federated Graph Neural Network for Priva...	2021-02-09	-
13	IGMC	0.857	No	Inductive Matrix Completion Based on Graph Neura...	2019-04-26	Code
14	U-CFN	0.8574	No	Hybrid Recommender System based on Autoencoders	2016-06-24	Code
15	Factorized EAE	0.86	No	Deep Models of Interactions Across Sets	2018-03-07	Code
16	Factorization with dictionary learning	0.866	No	Dictionary Learning for Massive Matrix Factoriza...	2016-05-03	Code