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Graph Recommendation on Yelp 2018
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4.87
R@10
LightGCN
2.9668
3.4609
3.955
4.4491
Jul 29, 2025
R@10
N@10
A@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
R@10
N@10
A@10
LightGCN
Data Augmentation=VoteGCL
2025.07
4.87
2.47
3.49
SGL
Data Augmentation=None
2025.07
4.46
2.23
0.96
XSimGCL
Data Augmentation=VoteGCL
2025.07
4.42
2.34
2.1
XSimGCL
Data Augmentation=None
2025.07
4.35
2.21
0.68
LightGCN
Data Augmentation=None
2025.07
4.25
2.14
0.38
GraphDA
Data Augmentation=None
2025.07
4.22
2.3
0.32
NGCF
Data Augmentation=VoteGCL
2025.07
4.01
2.01
0.18
NGCF
Data Augmentation=None
2025.07
3.75
2.29
0.14
GraphAug
Data Augmentation=None
2025.07
3.52
1.25
0.12
MF-BPR
Data Augmentation=None
2025.07
3.04
1.47
0.75
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