ResearchBenchmarksNatural Language Processing on 12 NLP task categories Average across distributionsNatural Language Processing on 12 NLP task categories Average across distributionsFollow1.56Avg Improvement (%)FlexLoRA0.55120.81311.0751.3369Feb 18, 2024Evaluation resultsMethodMethodLinksAvg Improvement (%)FlexLoRABaseline Method=FedAvgBaseline Method=FedAvg2024.021.56FlexLoRABaseline Method=AvgBaseline Method=Avg2024.021FlexLoRABaseline Method=FedITBaseline Method=FedIT2024.020.83FlexLoRABaseline Method=SLoRABaseline Method=SLoRA2024.020.59