Visual Question Answering on VQA v2 (Accuracy & Efficiency)
80.2AccuracyFedUMM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedUMMTraining Protocol=Parameter-Efficient (LoRA), Number of Clients (K)=82026.01 | 80.2 | 0.6 | 0.1 | 0.094 | |
| FedProxTraining Protocol=Full fine-tuning, Number of Clients (K)=82026.01 | 79.8 | 4.8 | 0.8 | 28.6 | |
| FedOptTraining Protocol=Full fine-tuning, Number of Clients (K)=82026.01 | 79.6 | 4.5 | 1.2 | 28.6 | |
| FedAvgTraining Protocol=Full fine-tuning, Number of Clients (K)=82026.01 | 79.5 | 4.5 | 0.8 | 28.6 |