Personalized Federated Learning on DRAKE (Others)
52.4AlastFedMosaic
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedMosaicrank_heterogeneity=dynamic, Backbone=LLaVA-Llama3.2-1B/3B2025.05 | 52.4 | 48.07 | |
| FedDATrank_heterogeneity=dynamic, Backbone=LLaVA-Llama3.2-1B/3B2025.05 | 48.02 | 47.22 | |
| TAKFLrank_heterogeneity=dynamic, Backbone=LLaVA-Llama3.2-1B/3B2025.05 | 47.52 | 46.83 | |
| PerAdarank_heterogeneity=dynamic, Backbone=LLaVA-Llama3.2-1B/3B2025.05 | 47.25 | 46.36 | |
| DITTOrank_heterogeneity=dynamic, Backbone=LLaVA-Llama3.2-1B/3B2025.05 | 47.2 | 46.46 | |
| FedITrank_heterogeneity=dynamic, Backbone=LLaVA-Llama3.2-1B/3B2025.05 | 47.02 | 46.12 | |
| SFTrank_heterogeneity=dynamic, Backbone=LLaVA-Llama3.2-1B/3B2025.05 | 46.98 | 46.26 | |
| FedDPArank_heterogeneity=dynamic, Backbone=LLaVA-Llama3.2-1B/3B2025.05 | 46.97 | 46.22 | |
| FedMKTrank_heterogeneity=dynamic, Backbone=LLaVA-Llama3.2-1B/3B2025.05 | 46.47 | 46.06 | |
| FedSimrank_heterogeneity=dynamic, Backbone=LLaVA-Llama3.2-1B/3B2025.05 | 46.03 | 45.58 |