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. Author manuscript; available in PMC: 2025 Apr 29.
Published in final edited form as: Proc Mach Learn Res. 2024 Jul;235:52290–52308.

Table 8.

Performance (%) of the text classification task under the heterogeneous cross-device settings.

Dataset FedType global FedType proxy FedType private
Heterogenous 91.21 91.86 92.16
Homogenous 90.13 90.89 91.44