ResearchBenchmarksNatural Language Understanding on GLUE (CoLA, MNLI, MRPC, QNLI, SST2 Subset)Natural Language Understanding on GLUE (CoLA, MNLI, MRPC, QNLI, SST2 Subset)Follow86.33MNLI AccuracyBi-LoRA85.539685.744885.9586.1552Aug 27, 2025Evaluation resultsMethodMethodLinksMNLI AccuracySST-2 AccuracyCoLA AccuracyQNLI AccuracyMRPC AccuracyAverage GLUE ScoreBi-LoRACost=×1, Backbone=T5-baseCost=×1, Backbone=T5-base2025.0886.3394.3460.7793.2589.3884.81LoRACost=×1, Backbone=T5-baseCost=×1, Backbone=T5-base2025.0886.2594.2359.4193.2588.5684.34LoRA-SAMCost=×2, Backbone=T5-baseCost=×2, Backbone=T5-base2025.0886.2594.4659.893.2188.7384.49Full FTCost=×1, Backbone=T5-baseCost=×1, Backbone=T5-base2025.0885.5794.2756.693.1887.383.38