SOTA Audio Editing benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
AudioCaps	UNISON	FD (Frechet Distance)12.38	24	1mo ago
AudioCaps	MMEdit	R-MOS4.43	12	4mo ago
Synthetic (test)	MMEdit	LSD1.209	12	4mo ago
Audio Editing Replace	FreeSonic	CLAP Score0.424	6	1mo ago
Audio Editing Remove	FreeSonic	CLAP Score42	6	1mo ago
Audio Editing Add		CLAP Score43.2	6	1mo ago
AuditScore-Bench Replace (test)		CLAP Score0.447	6	1mo ago
AuditScore-Bench Delete (test)	AP-adapter	CLAP0.401	6	1mo ago
AuditScore-Bench Add (test)		CLAP Score0.434	6	1mo ago
Audio Editing Subjective Study Replace		Quality4.27	5	1mo ago
Audio Editing Subjective Study Remove		Quality Score4.65	5	1mo ago
Audio Editing Subjective Study (Add)		Quality4.05	5	1mo ago
Music	AudEdit	CLAP Score (T)59	4	1mo ago
SFX	AudEdit	CLAP-T0.52	4	1mo ago
Music	AudEdit	MOS-T4.13	4	1mo ago
SFX (Sound Effects)	AudEdit	MOS-T3.96	4	1mo ago
Audio Editing Evaluation Set Replacement task	DIRECTAUDIOEDIT	MOS3.43	4	1mo ago
AudioSet-Strong and FSD50K (test)		FlexSED0.1946	4	4mo ago
AudioSet-Strong and FSD50K Insert (test)		FlexSED2.57	4	4mo ago
AudioEdit	Audio-Omni	Overlap Score (OVL)79.8	3	3mo ago

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