CTR prediction on 3-Market (Overall)
87.55CTR (ES Market)FedMM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedMMBackbone=DeepFM2026.05 | 87.55 | 87.22 | 89.56 | 88.11 | |
| FedMMBackbone=DNN2026.05 | 87.36 | 87.41 | 89.35 | 88.04 | |
| FedMM(DNN)Backbone=MMR2026.05 | 87.36 | 87.41 | 89.35 | 88.04 | |
| FedPerBackbone=DCN2026.05 | 87.09 | 87.04 | 88.15 | 87.43 | |
| FedMMBackbone=DCN2026.05 | 86.98 | 87.63 | 89.85 | 88.15 | |
| FORECBackbone=MMR2026.05 | 86.8 | 88.39 | 89.39 | 88.19 | |
| MAMLBackbone=MMR2026.05 | 86.69 | 87.64 | 89.51 | 87.95 | |
| LocalBackbone=DNN2026.05 | 86.67 | 87.14 | 88.88 | 87.56 | |
| MABackbone=MMR2026.05 | 86.67 | 87.8 | 89.33 | 87.93 | |
| LocalBackbone=DeepFM2026.05 | 86.61 | 87.26 | 88.63 | 87.5 | |
| LocalBackbone=DCN2026.05 | 86.59 | 87.36 | 88.93 | 87.63 | |
| FedProxBackbone=DCN2026.05 | 86.26 | 87.94 | 89.42 | 87.87 | |
| pFedParaBackbone=DeepFM2026.05 | 86.23 | 87.4 | 87.58 | 87.07 | |
| pFedParaBackbone=DNN2026.05 | 86.18 | 87.47 | 88.03 | 87.23 | |
| pFedParaBackbone=DCN2026.05 | 86.14 | 86.89 | 87.66 | 86.9 | |
| FedPerBackbone=DeepFM2026.05 | 85.98 | 86.53 | 88.95 | 87.15 | |
| FedAvgBackbone=DCN2026.05 | 85.93 | 87.03 | 87.77 | 86.91 | |
| FedPerBackbone=DNN2026.05 | 85.81 | 86.93 | 89.02 | 87.25 | |
| FedAvgBackbone=DeepFM2026.05 | 85.68 | 86.75 | 89.09 | 87.17 | |
| FedProxBackbone=DNN2026.05 | 85.62 | 86.04 | 87.75 | 86.47 | |
| FedAvgBackbone=DNN2026.05 | 85.35 | 87.39 | 88.97 | 87.24 | |
| FedProxBackbone=DeepFM2026.05 | 84.85 | 89.61 | 88.56 | 87.67 |