Image Classification on Caltech-101 non-IID (β = 0.1) (Retain)
99.8AccuracyFT
Evaluation results
| Method | Links | |
|---|---|---|
| FTBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 99.8 | |
| PGDBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 99.72 | |
| FCUBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 99.34 | |
| RetrainBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 98.42 | |
| MODEBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 97.87 | |
| NoTBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 97.71 | |
| FTBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 47.75 | |
| PGDBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 47.25 | |
| MODEBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 46.81 | |
| NoTBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 45.93 | |
| RetrainBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 45.56 | |
| FCUBackbone=ViT, Data Distribution=non-IID (β = 0.1), Client Setup=10-client2025.03 | 45.53 |