ResearchBenchmarksFederated Learning on SST2Follow0.64Client Communication CostPLAINTEXT0.38282.11893.8555.5911May 13, 2026Evaluation ResultsMethodMethodLinksClient Communication CostSetup CostCommittee Communication CostClient Computation CostCommittee Computation CostServer Computation CostTotal Communication/Computation Cost (Excl. Setup)Total Communication/Computation CostPLAINTEXTModel=DistilBERT, Trai...Model=DistilBERT, Trainable parameters=297k2026.050.64——73.13—0.1173.8973.89OPAModel=DistilBERT, Trai...Model=DistilBERT, Trainable parameters=297k2026.051.43123.590.02163.760.00172.96238.17361.76DISAGGModel=DistilBERT, Trai...Model=DistilBERT, Trainable parameters=297k2026.057.070.751.7966.270.090.1975.4176.16