Image Classification on Caltech-101 non-IID (β = 0.1) (Forget)
80.04AccuracyFT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FTBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 80.04 | 67.87 | 13.87 | 1,480,000,000,000 | 8,240,000,000,000,000,000,000 | |
| PGDBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 75.94 | 65.73 | 12.16 | 1,480,000,000,000 | 8,250,000,000,000,000,000,000 | |
| FCUBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 52.01 | 54.8 | 2.94 | 1,480,000,000,000 | 9,440,000,000,000,000,000,000 | |
| MODEBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 47.69 | 51.7 | 3.07 | 1,640,000,000,000 | 9,180,000,000,000,000,000,000 | |
| NoTBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 45.2 | 51.23 | 0.86 | 890,000,000,000 | 4,950,000,000,000,000,000,000 | |
| RetrainBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 43.8 | 52.2 | 0 | 1,770,000,000,000 | 9,880,000,000,000,000,000,000 |