Image Generation on Caltech-256
0.3715MSEFedDAT + Post-train
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FedDAT + Post-trainModel=FLAVA2025.09 | 0.3715 | 0.461 | |
| TAPModel=FLAVA2025.09 | 0.3899 | 0.4688 | |
| FedAvg + Post-trainModel=FLAVA2025.09 | 0.4005 | 0.4779 | |
| Per-FedAvg + Post-trainModel=FLAVA2025.09 | 0.4034 | 0.4919 | |
| FedDATModel=FLAVA2025.09 | 0.4187 | 0.5109 | |
| FedAvgModel=FLAVA2025.09 | 0.4595 | 0.5352 | |
| FedDAT + Post-trainModel=ViLT2025.09 | 0.514 | 0.5558 | |
| DisentAFL + Post-trainModel=FLAVA2025.09 | 0.5265 | 0.6316 | |
| TAPModel=ViLT2025.09 | 0.53 | 0.5646 | |
| FedAvg + Post-trainModel=ViLT2025.09 | 0.5354 | 0.571 | |
| Per-FedAvg + Post-trainModel=ViLT2025.09 | 0.55 | 0.5821 | |
| DisentAFLModel=FLAVA2025.09 | 0.5526 | 0.7305 | |
| FedDATModel=ViLT2025.09 | 0.5638 | 0.5894 | |
| FedAvgModel=ViLT2025.09 | 0.5784 | 0.6057 | |
| Per-FedAvgModel=FLAVA2025.09 | 0.6379 | 0.7048 | |
| LocalModel=FLAVA2025.09 | 0.6479 | 0.6259 | |
| Per-FedAvgModel=ViLT2025.09 | 0.7012 | 0.6987 | |
| LocalModel=ViLT2025.09 | 1.7164 | 2.3174 | |
| DisentAFL + Post-trainModel=ViLT2025.09 | 2.8579 | 2.9788 | |
| DisentAFLModel=ViLT2025.09 | 3.1483 | 3.8712 |