ResearchBenchmarksDomain Generalization on OfficeHome (Communication Efficiency)Follow20Total Communication RoundsOurs16.838.46081.6Dec 11, 2025Evaluation ResultsMethodMethodLinksTotal Communication RoundsParams Communicated (Stages)Params Communicated Per RoundTotal Parameters CommunicatedOursDirection=client d ->...Direction=client d -> server2025.1220———OursDirection=server -> cl...Direction=server -> client d2025.1220———FedDG-GADirection=client d ->...Direction=client d -> server2025.1240———FedDG-GADirection=server -> cl...Direction=server -> client d2025.1240———gPerXANDirection=client d ->...Direction=client d -> server2025.12100———gPerXANDirection=server -> cl...Direction=server -> client d2025.12100———