Instance-wise Federated Unlearning on Caltech-101 (10% random)
99.96Acc (Retain)FT
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FTModel=ViT, Setup=10-client, Data Distribution=IID2025.03 | 99.96 | 96.61 | 48.91 | 75.73 | 19.06 | 1,480,000,000,000 | 8,240,000,000,000,000,000,000 | |
| NoTModel=ViT, Setup=10-client, Data Distribution=IID2025.03 | 99.85 | 50.25 | 47.97 | 50.73 | 0.96 | 919,000,000,000 | 5,500,000,000,000,000,000,000 | |
| RetainModel=ViT, Setup=10-client, Data Distribution=IID2025.03 | 99.71 | 47.58 | 47.98 | 49.7 | 0 | 1,770,000,000,000 | 9,880,000,000,000,000,000,000 | |
| MODEModel=ViT, Setup=10-client, Data Distribution=IID2025.03 | 97.48 | 51.94 | 48.16 | 51.33 | 1.01 | 1,050,000,000,000 | 5,900,000,000,000,000,000,000 |