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SOTA Audio Deepfake Detection benchmarks and papers with code | Wizwand
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Audio Deepfake Detection
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
In-the-wild
XLS-R-1B
EER
0.8
65
5d ago
WaveFake MelGAN (test)
ConvNeXt
EER
0
63
22d ago
Codecfake
SATYAM
EER
1.94
50
1mo ago
ASVspoof DF 2021
MamBo-4-Hydra-N1
EER
1.43
47
2mo ago
ASVspoof LA 2021
MamBo-1-Mamba2-N2
EER
0.79
41
2mo ago
ASVspoof 2021
XLS-R + SLS
EER
1.92
39
1mo ago
ASVspoof LA 2019
QAF-Static
EER
0.35
38
15d ago
ASVspoof 2019
W2V2-TCM
EER
0.18
37
1mo ago
FoR
MoLEX
EER
0.17
28
5d ago
FakeOrReal (FOR) (test)
RawNetLite
EER
0.29
23
2mo ago
WaveFake Average (test)
AudioProtoPNet
aEER
0.6
21
22d ago
WaveFake WaveGlow (test)
ConvNeXt
EER
0
21
22d ago
WaveFake PWG (test)
ConvNeXt
EER
0
21
22d ago
WaveFake HiFi-GAN (test)
ConvNeXt
EER
0
21
22d ago
WaveFake MelGAN (L) (test)
ConvNeXt
EER
0
21
22d ago
SONAR
MoLEX
EER
0.91
19
2mo ago
ADD 2023 R2
DF-Arena 500M
EER
12.3
19
2mo ago
ADD 2023 R1
DF-Arena 500M
EER
7.47
19
2mo ago
ADD Track 3 2022
DF-Arena 500M
EER
2.77
19
2mo ago
ADD Track 1 2022
mHuBERT-Iter2
EER
22.06
19
2mo ago
ASVspoof PA 2019 (test)
Wav2Vec 2.0
Test EER
4.34
18
2mo ago
ASVspoof LA 2019 (test)
Wav2Vec 2.0
Test EER (%)
0.04
18
2mo ago
MLAAD-EN
SLIM
EER
10.7
18
3mo ago
ASVspoof LA and DF 2021
Nes2Net-X
EER (DF)
1.49
17
3mo ago
ITW In-the-Wild
W2V2-TCM
EER
7.79
16
1mo ago
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