Audio Deepfake Detection

Benchmarks

Dataset Name	SOTA Method	Metric
In-the-wild	XLS-R-1B	EER0.8	64	19d ago
ASVspoof DF 2021	MamBo-4-Hydra-N1	EER1.43	47	1mo ago
ASVspoof LA 2021	MamBo-1-Mamba2-N2	EER0.79	41	26d ago
ASVspoof 2021		EER1.92	39	3d ago
ASVspoof 2019	W2V2-TCM	EER0.18	37	3d ago
ASVspoof LA 2019	QAF-Static	EER0.35	30	1mo ago
FoR		EER0.17	27	1mo ago
FakeOrReal (FOR) (test)	RawNetLite	EER0.29	23	24d ago
SONAR		EER0.91	19	1mo ago
ADD 2023 R2	DF-Arena 500M	EER12.3	19	1mo ago
ADD 2023 R1	DF-Arena 500M	EER7.47	19	1mo ago
ADD Track 3 2022	DF-Arena 500M	EER2.77	19	1mo ago
ADD Track 1 2022	mHuBERT-Iter2	EER22.06	19	1mo ago
Codecfake	DF-Arena 500M	EER6.36	19	1mo ago
ASVspoof PA 2019 (test)	Wav2Vec 2.0	Test EER4.34	18	24d ago
ASVspoof LA 2019 (test)	Wav2Vec 2.0	Test EER (%)0.04	18	24d ago
MLAAD-EN	SLIM	EER10.7	18	1mo ago
ASVspoof LA and DF 2021	Nes2Net-X	EER (DF)1.49	17	1mo ago
ASVspoof 2024	ProSDD	EER7.38	16	3d ago
ASV 2019 (test)	Rawformer	Accuracy98	16	1mo ago
ITW	XLS-R-300M	ACC98.82	15	1mo ago
DF Arena Aggregate of 14 sets	DF-Arena 500M	Average EER5.78	12	1mo ago
LibriSeVoc	mHuBERT-Iter2	EER0.05	12	1mo ago
DFADD		EER0	12	1mo ago
ITW 2019		EER0.03	12	1mo ago

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