Image Classification on MNIST-Rotation (test)
89.4Avg AccSP-CACW
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SP-CACW2026.06 | 89.4 | — | — | — | — | — | — | |
| SP-CACW regregularized=true2026.06 | 89.4 | — | — | — | — | — | — | |
| Only My Data Approach2026.06 | 85.24 | — | — | — | — | — | — | |
| Fed Cluster2026.06 | 84.23 | — | — | — | — | — | — | |
| Ditto2026.06 | 81.95 | — | — | — | — | — | — | |
| FedAMP2026.06 | 80.84 | — | — | — | — | — | — | |
| FedDisco2026.06 | 54.41 | — | — | — | — | — | — | |
| HEX2019.03 | 0.958 | 0.901 | 0.989 | 0.989 | 0.988 | 0.983 | 0.9 | |
| CrossGrad2019.03 | 0.953 | 0.883 | 0.986 | 0.98 | 0.977 | 0.977 | 0.914 | |
| LabelGrad2019.03 | 0.952 | 0.897 | 0.978 | 0.98 | 0.971 | 0.966 | 0.921 | |
| ADV2019.03 | 0.952 | 0.899 | 0.986 | 0.988 | 0.987 | 0.986 | 0.904 | |
| DANN2019.03 | 0.943 | 0.867 | 0.98 | 0.978 | 0.974 | 0.969 | 0.891 | |
| Fusion2019.03 | 0.92 | 0.856 | 0.95 | 0.956 | 0.955 | 0.959 | 0.843 | |
| CCSA2019.03 | 0.891 | 0.846 | 0.956 | 0.946 | 0.829 | 0.948 | 0.821 | |
| MTAE2019.03 | 0.876 | 0.825 | 0.963 | 0.934 | 0.786 | 0.942 | 0.805 | |
| CAE2019.03 | 0.856 | 0.721 | 0.953 | 0.926 | 0.815 | 0.927 | 0.793 |