Recommendation on Software benchmark leaderboard · SOTA2 Research

Recommendation on Software

25.23N@10FedPerGNN

Evaluation Results

Method	Links
FedPerGNN2025.12		25.23	38.12	29.02	53.07
FedPerGNN2025.12		23.45	36.52	27.22	51.52
FedPerGNN2025.12		22.38	33.35	25.74	46.66
FedPerGNN2025.12		21.94	31.43	24.82	42.77
FedPerGNN2025.12		21.89	30.54	24.6	41.33
FedMF2025.12		21.46	29.88	24.39	41.52
FedMF2025.12		21.42	29.75	24.16	40.65
FedMF2025.12		20.54	29.88	23.43	41.43
FedPerGNN2025.12		18.84	27.06	21.89	39.22
PFedRec2025.12		17.28	24.49	19.64	33.91
PFedRec2025.12		17.22	24.32	19.07	31.71
PFedRec2025.12		17.12	24.05	19.51	33.66
PFedRec2025.12		17.11	24.04	19.14	32.15
PFedRec2025.12		17.1	24.25	19.42	33.49
FedNCF2025.12		17.09	24.06	19.53	33.81
FedNCF2025.12		17.09	23.93	19	31.54
FedNCF2025.12		17.08	24.09	19.38	33.21
FedNCF2025.12		17.07	24.27	19.38	33.54
FedNCF2025.12		17	23.99	18.86	31.33
FedNCF2025.12		16.79	23.06	19.25	32.86
PFedRec2025.12		16.72	24.7	19.15	34.34
PFedRec2025.12		16.66	22.89	19.28	33.35
FedPerGNN2025.12		16.32	22.29	19.05	33.19
FedMF2025.12		16.2	22.23	18.51	31.43
FedMF2025.12		16.2	21.52	18.62	31.27
FedMF2025.12		15.66	20.97	17.84	29.68
FedMF2025.12		15.51	22.73	18.05	32.86
FedPerGNN2025.12		15.45	22.95	17.88	32.64
PFedRec2025.12		15.35	21.3	17.73	30.78
FedPerGNN2025.12		15.13	22.29	17.46	31.54
FedNCF2025.12		14.77	20.92	17.19	30.5
PFedRec2025.12		13.11	20.59	16.05	32.42
FedNCF2025.12		12.88	20.97	15.08	29.79
FedMF2025.12		12.63	21.14	14.96	30.39
FedNCF2025.12		12.07	19.55	14.08	27.6
FedMF2025.12		11.5	19.17	14	29.24