Image Classification on CIFAR10 0.1
87.02AccuracyFedOBP
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FedOBPDataset Partition=Dir(0.1)2026.04 | 87.02 | — | — | — | — | — | — | — | |
| pFedFDADataset Partition=Dir(0.1)2026.04 | 86.43 | — | — | — | — | — | — | — | |
| FedPerDataset Partition=Dir(0.1)2026.04 | 84.98 | — | — | — | — | — | — | — | |
| FedRepDataset Partition=Dir(0.1)2026.04 | 84.56 | — | — | — | — | — | — | — | |
| LG-FedAvgDataset Partition=Dir(0.1)2026.04 | 81.74 | — | — | — | — | — | — | — | |
| FedDPADataset Partition=Dir(0.1)2026.04 | 81.39 | — | — | — | — | — | — | — | |
| Local-OnlyDataset Partition=Dir(0.1)2026.04 | 80.87 | — | — | — | — | — | — | — | |
| FLOCODataset Partition=Dir(0.1)2026.04 | 80.77 | — | — | — | — | — | — | — | |
| FedSelectDataset Partition=Dir(0.1)2026.04 | 79.89 | — | — | — | — | — | — | — | |
| FLUTEDataset Partition=Dir(0.1)2026.04 | 74.78 | — | — | — | — | — | — | — | |
| APFLDataset Partition=Dir(0.1)2026.04 | 59.37 | — | — | — | — | — | — | — | |
| FedAvgDataset Partition=Dir(0.1)2026.04 | 58.15 | — | — | — | — | — | — | — | |
| FedALADataset Partition=Dir(0.1)2026.04 | 56.94 | — | — | — | — | — | — | — | |
| APFL2022.11 | — | 62.87 | 72.86 | — | — | — | — | — | |
| DITTO2022.11 | — | 62.06 | 72.06 | — | — | — | — | — | |
| FEDAVG2022.11 | — | 60.98 | — | — | — | — | — | — | |
| FEDAVGFT2022.11 | — | 61.23 | 73.03 | — | — | — | — | — | |
| FEDREP2022.11 | — | 64.85 | 68.62 | — | — | — | — | — | |
| Flow2022.11 | — | 66.26 | 76.47 | — | — | — | — | — | |
| HYPCLUSTER2022.11 | — | 63.64 | 71.55 | — | — | — | — | — | |
| KNNPER2022.11 | — | 59.62 | 75.14 | — | — | — | — | — | |
| LASER2026.02 | — | — | — | 4.44 | 7.32 | 12.47 | 18.32 | 22.31 | |
| LGFEDAVG2022.11 | — | 56.63 | 73.19 | — | — | — | — | — | |
| LOCAL2022.11 | — | 28.18 | — | — | — | — | — | — | |
| MoPE2026.02 | — | — | — | 1.65 | 2.57 | 3.08 | 4.35 | 3.95 | |
| PARTIALFED2022.11 | — | 62.57 | 73.2 | — | — | — | — | — | |
| SplitNN2026.02 | — | — | — | 3 | 4.18 | 4.8 | 19.1 | 19.26 |