ResearchBenchmarksNatural Language Processing on 12 NLP task categories Uniform distributionNatural Language Processing on 12 NLP task categories Uniform distributionFollow1.99Avg ImprovementFlexLoRA0.691.02751.3651.7025Feb 18, 2024Evaluation resultsMethodMethodLinksAvg ImprovementFlexLoRABaseline Method=FedAvgBaseline Method=FedAvg2024.021.99FlexLoRABaseline Method=AvgBaseline Method=Avg2024.021.23FlexLoRABaseline Method=FedITBaseline Method=FedIT2024.020.97FlexLoRABaseline Method=SLoRABaseline Method=SLoRA2024.020.74