Image Classification on CIFAR-10 (test) (Best/Final Epoch Accuracy Tracking)
85.54Best AccuracyFedAvg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedAvgPrivacy Budget=-, Backbone=ResNet-182025.03 | 85.54 | 84.33 | |
| FedSVAPrivacy Budget=0.5, Backbone=ResNet-182025.03 | 82.89 | 82.14 | |
| FedSVAPrivacy Budget=0.4, Backbone=ResNet-182025.03 | 81.81 | 80.96 | |
| DPA DPPrivacy Budget=0.5, Backbone=ResNet-182025.03 | 79.82 | 79.24 | |
| FedSVAPrivacy Budget=0.3, Backbone=ResNet-182025.03 | 79.17 | 77.93 | |
| TV DPPrivacy Budget=0.5, Backbone=ResNet-182025.03 | 79.14 | 78.15 | |
| Sens DPPrivacy Budget=0.5, Backbone=ResNet-182025.03 | 78.59 | 77.24 | |
| DPA DPPrivacy Budget=0.4, Backbone=ResNet-182025.03 | 78.09 | 77.63 | |
| TV DPPrivacy Budget=0.4, Backbone=ResNet-182025.03 | 76.64 | 75.71 | |
| Sens DPPrivacy Budget=0.4, Backbone=ResNet-182025.03 | 75.93 | 74.87 | |
| FedSVAPrivacy Budget=0.2, Backbone=ResNet-182025.03 | 75.86 | 75.98 | |
| DPA DPPrivacy Budget=0.3, Backbone=ResNet-182025.03 | 75.05 | 73.47 | |
| NbAFLPrivacy Budget=0.5, Backbone=ResNet-182025.03 | 74.96 | 73.02 | |
| Sens DPPrivacy Budget=0.3, Backbone=ResNet-182025.03 | 73.88 | 71.65 | |
| TV DPPrivacy Budget=0.3, Backbone=ResNet-182025.03 | 73.42 | 71.63 | |
| NbAFLPrivacy Budget=0.4, Backbone=ResNet-182025.03 | 72.77 | 70.35 | |
| DPA DPPrivacy Budget=0.2, Backbone=ResNet-182025.03 | 67.83 | 65.21 | |
| Sens DPPrivacy Budget=0.2, Backbone=ResNet-182025.03 | 65.09 | 63.14 | |
| NbAFLPrivacy Budget=0.3, Backbone=ResNet-182025.03 | 64.53 | 62.7 | |
| TV DPPrivacy Budget=0.2, Backbone=ResNet-182025.03 | 64.1 | 61.09 | |
| NbAFLPrivacy Budget=0.2, Backbone=ResNet-182025.03 | 56.48 | 48.67 |