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ResearchFormerly WizWand

Image Classification on MNIST (ACC, mean, std, WCCR, IIDR, CKA)

98.51ACCD-SGD

Evaluation results

Method	Links
D-SGD2026.04		98.51	-0.08	0.25	21	3.0249	0.13
CenMCR2026.04		98.38	0.09	0.03	92.35	0.4292	—
Orchestra2026.04		98.13	0.91	0.05	55.56	1.3454	0.13
FedU2026.04		97.73	0.6	0.13	61.89	1.177	0.29
Algorithm 12026.04		97.62	0.07	0.07	99.41	0.1159	2.45
FedSimCLR2026.04		97.43	0.81	0.06	65.56	1.0855	0.28
FedU22026.04		95.6	0.29	0.13	82.24	0.6939	0.6