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CTR prediction on 4-Market (Overall)

86.8AUC (CA)

FedMM

Updated 21d ago

Evaluation Results

Method	Links
FedMM 2026.05		86.8	92.94	92.17	91.39	90.83
FedMM 2026.05		86.52	92.71	92.4	91.18	90.7
FedMM(DNN) 2026.05		86.52	92.71	92.4	91.18	90.7
FedProx 2026.05		86.41	92.8	92.23	90.71	90.54
MA 2026.05		86.38	92.72	92.61	90.66	90.59
Local 2026.05		86.35	92.22	92.21	90.47	90.31
Local 2026.05		86.27	92.25	91.91	90.45	90.22
MAML 2026.05		86.25	92.57	91.76	90.76	90.34
FedProx 2026.05		86.22	89.91	89.71	88.66	88.63
Local 2026.05		86.19	92.25	91.73	90.79	90.24
FedMM 2026.05		86.12	93.1	92.54	91.33	90.77
FOREC 2026.05		86.1	92.84	92.06	91.27	90.57
FedPer 2026.05		85.82	92.66	91.67	90.16	90.08
FedAvg 2026.05		85.72	92.56	92.25	90.37	90.23
pFedPara 2026.05		85.64	90.4	90.93	89.82	89.2
FedProx 2026.05		85.41	92.07	91.88	90.24	89.9
pFedPara 2026.05		85.1	91.27	90.7	89.12	89.05
FedAvg 2026.05		84.98	92.05	91.25	90.29	89.64
pFedPara 2026.05		84.87	90.86	90.9	90.19	89.21
FedPer 2026.05		84.54	92.95	92.16	90.47	90.03
FedAvg 2026.05		84.18	91.69	91.07	89.19	89.03
FedPer 2026.05		83.88	91.9	90.99	89.99	89.19