ResearchBenchmarksClass-Incremental Learning on AVE-CI 4 classes x 7 steps (test)Class-Incremental Learning on AVE-CI 4 classes x 7 steps (test)Follow86.36AccuracySAM-Audio35.587248.768661.9575.1314Jun 9, 2026Evaluation resultsMethodMethodLinksAccuracySAM-Audio2026.0686.36AV-CIL2026.0671.76AFC-NME2026.0668.61iCaRL-FC2026.0665.5SS-IL2026.0665.29AFC-LSC2026.0661.93iCaRL-NME2026.0660.02LwF2026.0650.25Fine-tuning2026.0637.54