CTR Prediction on 2-Market (Overall)
79.34CTR (UK)FedMM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FedMMBackbone=DNN2026.05 | 79.34 | 79.57 | 79.46 | |
| FedMM(DNN)Backbone=MMR2026.05 | 79.34 | 79.57 | 79.46 | |
| FedMMBackbone=DeepFM2026.05 | 79.33 | 79.61 | 79.47 | |
| FedMMBackbone=DCN2026.05 | 79.33 | 79.57 | 79.45 | |
| FORECBackbone=MMR2026.05 | 79.28 | 79.49 | 79.39 | |
| FedPerBackbone=DeepFM2026.05 | 79.23 | 79.31 | 79.27 | |
| FedPerBackbone=DNN2026.05 | 79.2 | 79.31 | 79.26 | |
| FedPerBackbone=DCN2026.05 | 79.2 | 79.29 | 79.25 | |
| FedProxBackbone=DNN2026.05 | 79.19 | 79.46 | 79.33 | |
| FedProxBackbone=DCN2026.05 | 79.19 | 79.41 | 79.3 | |
| FedAvgBackbone=DeepFM2026.05 | 79.17 | 79.37 | 79.27 | |
| LocalBackbone=DNN2026.05 | 79.16 | 79.41 | 79.29 | |
| FedProxBackbone=DeepFM2026.05 | 79.16 | 79.47 | 79.32 | |
| LocalBackbone=DCN2026.05 | 79.16 | 79.42 | 79.29 | |
| FedAvgBackbone=DCN2026.05 | 79.16 | 79.36 | 79.26 | |
| MAMLBackbone=MMR2026.05 | 79.16 | 79.42 | 79.29 | |
| LocalBackbone=DeepFM2026.05 | 79.15 | 79.43 | 79.29 | |
| MABackbone=MMR2026.05 | 79.14 | 79.39 | 79.27 | |
| FedAvgBackbone=DNN2026.05 | 79.13 | 79.42 | 79.28 | |
| pFedParaBackbone=DNN2026.05 | 79.02 | 79.25 | 79.14 | |
| pFedParaBackbone=DeepFM2026.05 | 79.02 | 79.26 | 79.14 | |
| pFedParaBackbone=DCN2026.05 | 79 | 79.28 | 79.14 |