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Graph Recommendation on Amazon Scientific
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13.85
R@10
LightGCN
9.2324
10.4312
11.63
12.8288
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
13.85
9.93
27.95
XSimGCL
Data Augmentation=VoteGCL
2025.07
13.35
9.36
19.75
NGCF
Data Augmentation=VoteGCL
2025.07
13.17
10.08
25.42
SGL
Data Augmentation=None
2025.07
12.97
9.11
25.04
XSimGCL
Data Augmentation=None
2025.07
12.91
8.96
17.79
LightGCN
Data Augmentation=None
2025.07
12.51
8.06
20.15
GraphDA
Data Augmentation=None
2025.07
12.04
7.58
20.34
MF-BPR
Data Augmentation=None
2025.07
11.73
8.5
25.63
GraphAug
Data Augmentation=None
2025.07
9.86
6.46
4.13
NGCF
Data Augmentation=None
2025.07
9.41
6.48
18.39
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