MetaFed hyperparameters?

[Buhua-Liu]

Hi,

Thanks for sharing the code. The hyperparameters for fedmeta seems missing in the run.sh, so I just run python main.py --alg metafed --dataset medmnist --iters 300 --wk_iters 1 --non_iid_alpha 0.1 --model_momentum 0.3, and I got an average accuracy 54.53. But the accuracy in the benchmark is 83.87, and which is 90.81 in Table 3 of your paper.

Thanks for your attention!

[lw0517]

Thank you for your question. We have revised run.sh. Please refer to the latest version. Please utilize the same splits of data and the same environment for re-implementations. This open-source library did not exist when we performed experiments on MetaFed. Therefore, there might be some differences in results due to different environments, data splits, and some other factors.