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Graph Recommendation on MovieLens 100K
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8.86
Recall@10
LightGCN
5.1368
6.1034
7.07
8.0366
Jul 29, 2025
Recall@10
N@10
A@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
Recall@10
N@10
A@10
LightGCN
Data Augmentation=VoteGCL
2025.07
8.86
4.94
6.17
XSimGCL
Data Augmentation=None
2025.07
8.52
3.98
5.83
XSimGCL
Data Augmentation=VoteGCL
2025.07
8.52
4.11
18.52
SGL
Data Augmentation=None
2025.07
8.18
4.07
2.27
LightGCN
Data Augmentation=None
2025.07
7.66
3.34
0.97
MF-BPR
Data Augmentation=None
2025.07
7.5
3.35
0.42
NGCF
Data Augmentation=VoteGCL
2025.07
6.91
3.72
1.66
GraphAug
Data Augmentation=None
2025.07
6.89
3.34
0.16
NGCF
Data Augmentation=None
2025.07
6.81
3.08
0.19
GraphDA
Data Augmentation=None
2025.07
5.28
2.51
4.63
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