Classification on BloodMNIST
80.06AccuracyDP-LoRA LDM
Evaluation results
| Method | Links | |
|---|---|---|
| DP-LoRA LDMSetting=Central, Backbone=ResNet-182026.07 | 80.06 | |
| DC-AE f32c32Setting=Fed. (20 clients), Backbone=ResNet-182026.07 | 74.78 | |
| TAESDSetting=Fed. (20 clients), Backbone=ResNet-182026.07 | 74.59 | |
| DP-KernelSetting=Central, Backbone=ResNet-182026.07 | 61.39 | |
| DP-KernelSetting=Fed. (20 clients), Backbone=ResNet-182026.07 | 52.62 | |
| DP-NTKSetting=Central, Backbone=ResNet-182026.07 | 50.12 | |
| DP-MERFSetting=Central, Backbone=ResNet-182026.07 | 49.38 | |
| DP-NTKSetting=Fed. (20 clients), Backbone=ResNet-182026.07 | 48.75 | |
| DP-MERFSetting=Fed. (20 clients), Backbone=ResNet-182026.07 | 39.62 | |
| DP-LoRA LDMSetting=Fed. (20 clients), Backbone=ResNet-182026.07 | 19.76 |