Audio Deepfake Detection

Benchmarks

Dataset Name	SOTA Method	Metric
ASVspoof DF 2021	MamBo-4-Hydra-N1	EER1.43	87	24d ago
In-the-wild	XLS-R-1B	EER0.8	76	1mo ago
WaveFake MelGAN (test)	ConvNeXt	EER0	63	2mo ago
ASVspoof LA 2021	MamBo-1-Mamba2-N2	EER0.79	53	1mo ago
ITW In-the-Wild	Tran et al.	EER4.78	51	24d ago
Codecfake	SATYAM	EER1.94	50	2mo ago
ASVspoof 2021		EER1.92	39	3mo ago
ASVspoof LA 2019	QAF-Static	EER0.35	38	2mo ago
ASVspoof 2019	W2V2-TCM	EER0.18	37	3mo ago
ASVspoof LA 2019 (eval)	PT-Wav2Vec2-FT	EER0.0007	36	24d ago
FoR		EER0.17	28	1mo ago
xTTS v2		FNR2.24	24	1mo ago
Kokoro-82M		FNR0	24	1mo ago
VITS		FNR2.16	24	1mo ago
FakeOrReal (FOR) (test)	RawNetLite	EER0.29	23	4mo ago
ASVspoof LA and DF 2021	Nes2Net-X	EER (DF)1.49	22	1mo ago
WaveFake Average (test)	AudioProtoPNet	aEER0.6	21	2mo ago
WaveFake WaveGlow (test)	ConvNeXt	EER0	21	2mo ago
WaveFake PWG (test)	ConvNeXt	EER0	21	2mo ago
WaveFake HiFi-GAN (test)	ConvNeXt	EER0	21	2mo ago
WaveFake MelGAN (L) (test)	ConvNeXt	EER0	21	2mo ago
SONAR		EER0.91	19	4mo ago
ADD 2023 R2	DF-Arena 500M	EER12.3	19	4mo ago
ADD 2023 R1	DF-Arena 500M	EER7.47	19	4mo ago
ADD Track 3 2022	DF-Arena 500M	EER2.77	19	4mo ago

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