Recommendation Systems on MovieLens 100K

Metric: RMSE (u1 Splits) (lower is better)

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#	Model↕	RMSE (u1 Splits)▲	Extra Data	Paper	Date↕	Code
1	CDLD-GR (doi: 10.5281/zenodo.15851754)	0.884	No	-	-	-
2	GHRS	0.887	No	GHRS: Graph-based Hybrid Recommendation System w...	2021-11-06	Code
3	GLocal-K	0.8889	No	GLocal-K: Global and Local Kernels for Recommend...	2021-08-27	Code
4	MG-GAT	0.89	Yes	-	-	Code
5	GraphRec + Feat	0.897	Yes	-	-	Code
6	GraphRec	0.904	No	-	-	Code
7	IGMC	0.905	No	Inductive Matrix Completion Based on Graph Neura...	2019-04-26	Code
8	GC-MC	0.905	Yes	Graph Convolutional Matrix Completion	2017-06-07	Code
9	GC-MC	0.91	No	Graph Convolutional Matrix Completion	2017-06-07	Code
10	Self-Supervised Exchangeable Model	0.91	No	Deep Models of Interactions Across Sets	2018-03-07	Code
11	GRAEM / KPMF	0.9174	Yes	Scalable Probabilistic Matrix Factorization with...	2019-08-25	Code
12	Factorized EAE	0.92	No	Deep Models of Interactions Across Sets	2018-03-07	Code
13	WMLFF	0.928	No	Weighted Multi-Level Feature Factorization for A...	2023-08-03	Code
14	sRGCNN	0.929	Yes	Geometric Matrix Completion with Recurrent Multi...	2017-04-22	Code
15	GRALS	0.945	Yes	-	-	Code
16	GMC	0.996	Yes	Matrix Completion on Graphs	2014-08-07	Code