ResearchBenchmarksContinual Fine-Tuning on ImageNet-A N = 20For AI assistantsMarkdownContent indexContinual Fine-Tuning on ImageNet-A N = 20Follow66.53Average AccuracyLITELORA61.90263.103564.30565.5065Jun 26, 2026Evaluation resultsMethodMethodLinksAverage AccuracyForgettingNumber of Active AdaptersLITELORATask Order=Order 2Task Order=Order 22026.0666.5317.2714SD-LoRATask Order=Order 2Task Order=Order 22026.0666.314.720LITELORATask Order=Order 1Task Order=Order 12026.0665.7516.556SD-LoRATask Order=Order 1Task Order=Order 12026.0664.8518.5320LITELORATask Order=Order 3Task Order=Order 32026.0663.6416.4913SD-LoRATask Order=Order 3Task Order=Order 32026.0662.0815.1420