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Benchmarks
Personalized Federated Recommendation on Amazon-Book Overall Averaged (15-client partition)
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4.19
Recall@20
LPSFed
0.2484
1.2717
2.295
3.3183
Mar 20, 2026
Recall@20
NDCG@20
Updated 25d ago
Evaluation Results
Method
Method
Links
Recall@20
NDCG@20
LPSFed
Bias-Aware Margin=Enabled
2026.03
4.19
2.06
FedSSP
2026.03
3.96
1.81
PFedRec
2026.03
3.88
1.53
LPSFed (BPR)
Personalization=Spectr...
2026.03
3.87
1.84
FedPUB
2026.03
3.81
1.77
FedHGNN
2026.03
3.52
1.48
FedAvg
2026.03
3.34
1.52
F2MF
2026.03
2.68
1.18
FedMF
2026.03
0.84
0.39
FedRAP
2026.03
0.55
0.68
FedPerGNN
2026.03
0.4
0.15
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