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Benchmarks
Collaborative Filtering on Toys-and-Games (Runtime Metrics)
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0.52
Time per Epoch (s)
LightGODE
0.4284
1.0467
1.665
2.2833
May 29, 2026
Time per Epoch (s)
Epoch Count
Total Training Time (m)
Updated 2d ago
Evaluation Results
Method
Method
Links
Time per Epoch (s)
Epoch Count
Total Training Time (m)
LightGODE
Model Category=MF-based
2026.05
0.52
130
1.13
LightCCF
Model Category=MF-based
2026.05
0.54
164
1.48
SaFeAU
Model Category=MF-based
2026.05
0.73
98
1.19
LightGCN
Model Category=GCN-based
2026.05
1.82
134
4.065
FourierKAN-GCF
Model Category=GCN-based
2026.05
2.56
122
5.205
SimGCF
Model Category=GCN-based
2026.05
2.81
118
5.526
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