CTR prediction on 4-Market (Overall) benchmark leaderboard · SOTA2 Research

CTR prediction on 4-Market (Overall)

86.8AUC (CA)FedMM

Evaluation Results

Method	Links
FedMM2026.05		86.8	92.94	92.17	91.39	90.83
FedMM2026.05		86.52	92.71	92.4	91.18	90.7
FedMM(DNN)2026.05		86.52	92.71	92.4	91.18	90.7
FedProx2026.05		86.41	92.8	92.23	90.71	90.54
MA2026.05		86.38	92.72	92.61	90.66	90.59
Local2026.05		86.35	92.22	92.21	90.47	90.31
Local2026.05		86.27	92.25	91.91	90.45	90.22
MAML2026.05		86.25	92.57	91.76	90.76	90.34
FedProx2026.05		86.22	89.91	89.71	88.66	88.63
Local2026.05		86.19	92.25	91.73	90.79	90.24
FedMM2026.05		86.12	93.1	92.54	91.33	90.77
FOREC2026.05		86.1	92.84	92.06	91.27	90.57
FedPer2026.05		85.82	92.66	91.67	90.16	90.08
FedAvg2026.05		85.72	92.56	92.25	90.37	90.23
pFedPara2026.05		85.64	90.4	90.93	89.82	89.2
FedProx2026.05		85.41	92.07	91.88	90.24	89.9
pFedPara2026.05		85.1	91.27	90.7	89.12	89.05
FedAvg2026.05		84.98	92.05	91.25	90.29	89.64
pFedPara2026.05		84.87	90.86	90.9	90.19	89.21
FedPer2026.05		84.54	92.95	92.16	90.47	90.03
FedAvg2026.05		84.18	91.69	91.07	89.19	89.03
FedPer2026.05		83.88	91.9	90.99	89.99	89.19