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Rating Prediction on MovieLens 100k U1 (test)
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0.887
RMSE
GHRS
0.8784
0.93645
0.9945
1.05255
Apr 11, 2022
Jun 29, 2022
Sep 17, 2022
Dec 6, 2022
Feb 24, 2023
May 15, 2023
Aug 3, 2023
RMSE
Updated 4d ago
Evaluation Results
Method
Method
Links
RMSE
GHRS
2023.08
0.887
GLocal-K
2022.04
0.89
Neural Processes with Stochastic Attention
contexts=10
2022.04
0.895
GraphRec + Feat
2022.04
0.897
GraphRec
2022.04
0.904
GC-MC + Feat
2022.04
0.905
ANP
contexts=10
2022.04
0.909
GC-MC
2022.04
0.91
Factorized EAE
2023.08
0.92
Original + feature user(avg) + user(%std) + movie(avg) + movie(%std)
Feature Enrichment=use...
2023.08
0.928
Original - Linear + feature user(avg) + user(%std) + movie(avg) + movie(%std)
Feature Enrichment=use...
2023.08
0.928
Original
Model Type=Non-linear,...
2023.08
0.936
Original - Linear
Model Type=Linear, Act...
2023.08
0.939
Original σλ = 0.25
Noise level (σλ)=0.25,...
2023.08
0.963
Original No Noise
Noise=None, Model Type...
2023.08
1.102
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