Collaborative Filtering On Douban

RMSE

Results

Performance results of various models on this benchmark

Model Name	RMSE	Paper Title	Repository
GRALS	0.714	Collaborative Filtering with Graph Information: Consistency and Scalable Methods
U-CFN	0.7049	Hybrid Recommender System based on Autoencoders
FedGNN	0.79	FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation	-
I-CFN	0.6911	Hybrid Recommender System based on Autoencoders
DGRec	-	Session-based Social Recommendation via Dynamic Graph Attention Networks
∞-AE	-	Infinite Recommendation Networks: A Data-Centric Approach
FedPerGNN	0.775	A federated graph neural network framework for privacy-preserving personalization

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