ResearchBenchmarksNatural Language Processing on 12 NLP task categories Normal distributionNatural Language Processing on 12 NLP task categories Normal distributionFollow1.34Avg Percentage ImprovementFlexLoRA0.72640.88571.0451.2043Feb 18, 2024Evaluation resultsMethodMethodLinksAvg Percentage ImprovementFlexLoRABaseline Method=FedAvgBaseline Method=FedAvg2024.021.34FlexLoRABaseline Method=AvgBaseline Method=Avg2024.021.02FlexLoRABaseline Method=SLoRABaseline Method=SLoRA2024.020.96FlexLoRABaseline Method=FedITBaseline Method=FedIT2024.020.75