ResearchBenchmarksConcept Extraction Consistency on AudioSetFollow83.7MPPCVan-SAE25.14840.34955.5570.751Dec 17, 2025Evaluation ResultsMethodMethodLinksMPPCVan-SAEBackbone Model=ASTBackbone Model=AST2025.1283.7DeleuzianBackbone Model=ASTBackbone Model=AST2025.1283Tk-SAEBackbone Model=ASTBackbone Model=AST2025.1260.1JR-SAEBackbone Model=ASTBackbone Model=AST2025.1244.9Gat-SAEBackbone Model=ASTBackbone Model=AST2025.1239.9ICABackbone Model=ASTBackbone Model=AST2025.1229.6Mat-SAEBackbone Model=ASTBackbone Model=AST2025.1227.4