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SOTA
Recommendation Systems
Collaborative Filtering On Douban
Collaborative Filtering On Douban
평가 지표
RMSE
평가 결과
이 벤치마크에서 각 모델의 성능 결과
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모델 이름
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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