Recommendation on Amazon-Book (Balanced) benchmark leaderboard · SOTA2 Research

Recommendation on Amazon-Book (Balanced)

0.0063NDCG@20 (Tail)LPSFed

Evaluation Results

Method	Links
LPSFed2026.03		0.0063	0.0143	0.0752	0.039
PFedRec2026.03		0.0055	0.0125	0.0277	0.0244
FedSSP2026.03		0.0038	0.0117	0.064	0.0317
F2MF2026.03		0.0037	0.0112	0.0438	0.0225
FedRAP2026.03		0.0031	0.0097	0.0098	0.011
LPSFed (BPR)2026.03		0.0031	0.0113	0.061	0.0301
FedPUB2026.03		0.0024	0.008	0.062	0.0279
FedHGNN2026.03		0.0019	0.0088	0.0555	0.0262
FedAvg2026.03		0.0017	0.0077	0.057	0.0264
FedMF2026.03		0.0002	0.0009	0.013	0.0074
FedPerGNN2026.03		0.0002	0.0007	0.0042	0.0015