Image Classification on CIFAR10 Rotation
94.3AccuracyIFCA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IFCAepsilon=∞2026.04 | 94.3 | — | — | |
| PINAepsilon=∞2026.04 | 93.8 | — | — | |
| PINAepsilon=82026.04 | 92.9 | — | — | |
| PINAepsilon=22026.04 | 92.6 | — | — | |
| FedProxepsilon=∞, μ=02026.04 | 92.3 | — | — | |
| FedProxepsilon=∞, μ=12026.04 | 92.2 | — | — | |
| FedAvgepsilon=∞2026.04 | 92.1 | — | — | |
| FedProxepsilon=8, μ=02026.04 | 90.6 | — | — | |
| FedProxepsilon=8, μ=12026.04 | 90.6 | — | — | |
| FedAvgepsilon=82026.04 | 90.5 | — | — | |
| FedProxepsilon=2, μ=02026.04 | 90.4 | — | — | |
| FedProxepsilon=2, μ=12026.04 | 90.3 | — | — | |
| FedNovaepsilon=∞2026.04 | 90.3 | — | — | |
| FedAvgepsilon=22026.04 | 90.2 | — | — | |
| FedNovaepsilon=82026.04 | 89.9 | — | — | |
| FedNovaepsilon=22026.04 | 89.7 | — | — | |
| IFCAepsilon=82026.04 | 73.8 | — | — | |
| FERERO2024.10 | 66.368 | 1.259 | 5.922 | |
| FedMGDA+2024.10 | 66.321 | 1.197 | 4.632 | |
| STCH2024.10 | 66.32 | 1.219 | 4.997 | |
| LSStrategy=FedAvg2024.10 | 66.269 | 1.26 | 6.012 | |
| FedFV2024.10 | 66.242 | 1.201 | 4.668 | |
| OMDgd-TCHadaptive=true2024.10 | 66.218 | 1.148 | 3.592 | |
| ExcessMTLAdaptive=true2024.10 | 66.211 | 1.227 | 5.615 | |
| OMDeg-TCHadaptive=true2024.10 | 65.885 | 1.156 | 3.688 | |
| PropFair2024.10 | 63.108 | 1.286 | 5.312 | |
| TCH2024.10 | 62.556 | 1.266 | 4.727 | |
| qFFL2024.10 | 61.514 | 1.314 | 5.451 | |
| EPO2024.10 | 61.38 | 1.293 | 4.731 | |
| ExcessMTL2024.10 | 59.322 | 1.256 | 2.795 | |
| OMDeg-TCH2024.10 | 59.273 | 1.254 | 2.66 | |
| OMDgd-TCHadaptation=AFL2024.10 | 59.244 | 1.239 | 2.429 | |
| IFCAepsilon=22026.04 | 34.4 | — | — |