ResearchBenchmarksClass-Incremental Learning on AVE-CI 7 classes x 4 steps (test)Follow88.72AccuracySAM-Audio40.547253.053665.5678.0664Jun 9, 2026Evaluation ResultsMethodMethodLinksAccuracySAM-Audio2026.0688.72AV-CIL2026.0674.04AFC-NME2026.0668.46iCaRL-FC2026.0665.88AFC-LSC2026.0665.21SS-IL2026.0661.94LwF2026.0658.07iCaRL-NME2026.0656.15Fine-tuning2026.0642.4