Image Classification on CIFAR-100 (Mean Accuracy)
38.54Mean AccuracyFBL
Evaluation results
| Method | Links | |
|---|---|---|
| FBLPathological Heterogeneity=true, Shards=122026.01 | 38.54 | |
| MOONPathological Heterogeneity=true, Shards=122026.01 | 37.46 | |
| FedDynPathological Heterogeneity=true, Shards=122026.01 | 34.98 | |
| FedAvgPathological Heterogeneity=true, Shards=122026.01 | 31.74 | |
| FedProxPathological Heterogeneity=true, Shards=122026.01 | 30.48 | |
| FedGenPathological Heterogeneity=true, Shards=122026.01 | 29.98 | |
| ScaffoldPathological Heterogeneity=true, Shards=122026.01 | 26.94 | |
| FBLPathological Heterogeneity=true, Shards=62026.01 | 20.47 | |
| MOONPathological Heterogeneity=true, Shards=62026.01 | 18.46 | |
| FedAvgPathological Heterogeneity=true, Shards=62026.01 | 14.91 | |
| FedDynPathological Heterogeneity=true, Shards=62026.01 | 14.29 | |
| FedProxPathological Heterogeneity=true, Shards=62026.01 | 13.64 | |
| ScaffoldPathological Heterogeneity=true, Shards=62026.01 | 12.68 | |
| FedGenPathological Heterogeneity=true, Shards=62026.01 | 11.39 |