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9.22k
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection
FakeAVCeleb
AV-Lip-Sync+
https://arxiv.org/abs/2311.02733v1
Accuracy (%)
99.29
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection
FakeAVCeleb
Avtenet
https://arxiv.org/abs/2310.13103v1
Accuracy (%)
98.57
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection
FakeAVCeleb
AV-Lip-Sync Model
https://ieeexplore.ieee.org/document/9980296
Accuracy (%)
94
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection
FakeAVCeleb
Multimodal Ensemble Model
https://ieeexplore.ieee.org/document/9980296
Accuracy (%)
89
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection
FaceForensics
XceptionNet
https://arxiv.org/abs/1901.08971v3
DF
96.36
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection
FaceForensics
XceptionNet
https://arxiv.org/abs/1901.08971v3
FS
90.29
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection
FaceForensics
XceptionNet
https://arxiv.org/abs/1901.08971v3
FSF
86.86
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection
FaceForensics
XceptionNet
https://arxiv.org/abs/1901.08971v3
NT
80.67
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection
FaceForensics
XceptionNet
https://arxiv.org/abs/1901.08971v3
Real
52.4
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection
FaceForensics
XceptionNet
https://arxiv.org/abs/1901.08971v3
Total Accuracy
70.1
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection
1
STYLE
https://arxiv.org/abs/2206.09379v2
0L
99
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
FakeOrReal
rawnet_lite.pt
https://arxiv.org/abs/2504.20923v2
EER
0.25
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
XLSR-Mamba
https://arxiv.org/abs/2411.10027v2
21LA EER
0.93
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
XLSR-Mamba
https://arxiv.org/abs/2411.10027v2
21DF EER
1.88
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
XLSR+AASIST
https://arxiv.org/abs/2202.12233v2
21LA EER
1.0
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
XLSR+AASIST
https://arxiv.org/abs/2202.12233v2
21DF EER
3.69
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
XLSR+SLS
https://openreview.net/pdf?id=acJMIXJg2u
21LA EER
2.86
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
XLSR+SLS
https://openreview.net/pdf?id=acJMIXJg2u
21DF EER
1.96
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
TCM-Add
https://arxiv.org/abs/2406.17376v1
21LA EER
2.99
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
TCM-Add
https://arxiv.org/abs/2406.17376v1
21DF EER
2.14
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
BTS-E
https://ieeexplore.ieee.org/abstract/document/10095927
21LA EER
8.75
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
BTS-E
https://ieeexplore.ieee.org/abstract/document/10095927
21DF EER
/
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
RawGAT-ST
https://arxiv.org/abs/2107.12710v2
21LA EER
10.25
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
RawGAT-ST
https://arxiv.org/abs/2107.12710v2
21DF EER
23.26
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
AASIST
https://arxiv.org/abs/2110.01200v1
21LA EER
11.46
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
AASIST
https://arxiv.org/abs/2110.01200v1
21DF EER
21.07
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
RawNet-2
https://arxiv.org/abs/2011.01108v3
21LA EER
40.07
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Audio Deepfake Detection
ASVspoof 2021
RawNet-2
https://arxiv.org/abs/2011.01108v3
21DF EER
40.06
3D Reconstruction > 3D Shape Reconstruction from Videos > DeepFake Detection > Multimodal Forgery Detection
FakeAVCeleb
Ensemble AudioVisual Model
http://www.apsipa.org/proceedings/2022/APSIPA%202022/ThAM1-6/1570840386.pdf
Accuracy (%)
0.89
Music Source Separation
MUSDB18
Sparse HT Demucs (fine tuned)
https://arxiv.org/abs/2211.08553v1
SDR (vocals)
9.37
Music Source Separation
MUSDB18
Sparse HT Demucs (fine tuned)
https://arxiv.org/abs/2211.08553v1
SDR (drums)
10.83
Music Source Separation
MUSDB18
Sparse HT Demucs (fine tuned)
https://arxiv.org/abs/2211.08553v1
SDR (other)
6.41
Music Source Separation
MUSDB18
Sparse HT Demucs (fine tuned)
https://arxiv.org/abs/2211.08553v1
SDR (bass)
10.47
Music Source Separation
MUSDB18
Sparse HT Demucs (fine tuned)
https://arxiv.org/abs/2211.08553v1
SDR (avg)
9.20
Music Source Separation
MUSDB18
Hybrid Transformer Demucs (f.t.)
https://arxiv.org/abs/2211.08553v1
SDR (vocals)
9.20
Music Source Separation
MUSDB18
Hybrid Transformer Demucs (f.t.)
https://arxiv.org/abs/2211.08553v1
SDR (drums)
10.08
Music Source Separation
MUSDB18
Hybrid Transformer Demucs (f.t.)
https://arxiv.org/abs/2211.08553v1
SDR (other)
6.42
Music Source Separation
MUSDB18
Hybrid Transformer Demucs (f.t.)
https://arxiv.org/abs/2211.08553v1
SDR (bass)
9.78
Music Source Separation
MUSDB18
Hybrid Transformer Demucs (f.t.)
https://arxiv.org/abs/2211.08553v1
SDR (avg)
9.00
Music Source Separation
MUSDB18
Band-Split RNN (semi-sup.)
https://arxiv.org/abs/2209.15174v1
SDR (vocals)
10.47
Music Source Separation
MUSDB18
Band-Split RNN (semi-sup.)
https://arxiv.org/abs/2209.15174v1
SDR (drums)
10.15
Music Source Separation
MUSDB18
Band-Split RNN (semi-sup.)
https://arxiv.org/abs/2209.15174v1
SDR (other)
7.08
Music Source Separation
MUSDB18
Band-Split RNN (semi-sup.)
https://arxiv.org/abs/2209.15174v1
SDR (bass)
8.16
Music Source Separation
MUSDB18
Band-Split RNN (semi-sup.)
https://arxiv.org/abs/2209.15174v1
SDR (avg)
8.97
Music Source Separation
MUSDB18
TFC-TDF-UNet (v3)
https://arxiv.org/abs/2306.09382v3
SDR (vocals)
9.59
Music Source Separation
MUSDB18
TFC-TDF-UNet (v3)
https://arxiv.org/abs/2306.09382v3
SDR (drums)
8.44
Music Source Separation
MUSDB18
TFC-TDF-UNet (v3)
https://arxiv.org/abs/2306.09382v3
SDR (other)
6.86
Music Source Separation
MUSDB18
TFC-TDF-UNet (v3)
https://arxiv.org/abs/2306.09382v3
SDR (bass)
8.45
Music Source Separation
MUSDB18
TFC-TDF-UNet (v3)
https://arxiv.org/abs/2306.09382v3
SDR (avg)
8.34
Music Source Separation
MUSDB18
Band-Split RNN
https://arxiv.org/abs/2209.15174v1
SDR (vocals)
10.21
Music Source Separation
MUSDB18
Band-Split RNN
https://arxiv.org/abs/2209.15174v1
SDR (drums)
8.58
Music Source Separation
MUSDB18
Band-Split RNN
https://arxiv.org/abs/2209.15174v1
SDR (other)
6.62
Music Source Separation
MUSDB18
Band-Split RNN
https://arxiv.org/abs/2209.15174v1
SDR (bass)
7.51
Music Source Separation
MUSDB18
Band-Split RNN
https://arxiv.org/abs/2209.15174v1
SDR (avg)
8.23
Music Source Separation
MUSDB18
Hybrid Demucs
https://arxiv.org/abs/2111.03600v3
SDR (vocals)
8.04
Music Source Separation
MUSDB18
Hybrid Demucs
https://arxiv.org/abs/2111.03600v3
SDR (drums)
8.58
Music Source Separation
MUSDB18
Hybrid Demucs
https://arxiv.org/abs/2111.03600v3
SDR (other)
5.59
Music Source Separation
MUSDB18
Hybrid Demucs
https://arxiv.org/abs/2111.03600v3
SDR (bass)
8.67
Music Source Separation
MUSDB18
Hybrid Demucs
https://arxiv.org/abs/2111.03600v3
SDR (avg)
7.72
Music Source Separation
MUSDB18
KUIELab-MDX-Net
https://arxiv.org/abs/2111.12203v1
SDR (vocals)
9.00
Music Source Separation
MUSDB18
KUIELab-MDX-Net
https://arxiv.org/abs/2111.12203v1
SDR (drums)
7.33
Music Source Separation
MUSDB18
KUIELab-MDX-Net
https://arxiv.org/abs/2111.12203v1
SDR (other)
5.95
Music Source Separation
MUSDB18
KUIELab-MDX-Net
https://arxiv.org/abs/2111.12203v1
SDR (bass)
7.86
Music Source Separation
MUSDB18
KUIELab-MDX-Net
https://arxiv.org/abs/2111.12203v1
SDR (avg)
7.54
Music Source Separation
MUSDB18
CDE-HTCN
https://ieeexplore.ieee.org/document/9812509
SDR (vocals)
7.37
Music Source Separation
MUSDB18
CDE-HTCN
https://ieeexplore.ieee.org/document/9812509
SDR (drums)
7.33
Music Source Separation
MUSDB18
CDE-HTCN
https://ieeexplore.ieee.org/document/9812509
SDR (other)
4.92
Music Source Separation
MUSDB18
CDE-HTCN
https://ieeexplore.ieee.org/document/9812509
SDR (bass)
7.92
Music Source Separation
MUSDB18
CDE-HTCN
https://ieeexplore.ieee.org/document/9812509
SDR (avg)
6.89
Music Source Separation
MUSDB18
Attentive-MultiResUNet
https://ieeexplore.ieee.org/document/9947051?source=authoralert
SDR (vocals)
8.57
Music Source Separation
MUSDB18
Attentive-MultiResUNet
https://ieeexplore.ieee.org/document/9947051?source=authoralert
SDR (drums)
7.63
Music Source Separation
MUSDB18
Attentive-MultiResUNet
https://ieeexplore.ieee.org/document/9947051?source=authoralert
SDR (other)
5.14
Music Source Separation
MUSDB18
Attentive-MultiResUNet
https://ieeexplore.ieee.org/document/9947051?source=authoralert
SDR (bass)
5.88
Music Source Separation
MUSDB18
Attentive-MultiResUNet
https://ieeexplore.ieee.org/document/9947051?source=authoralert
SDR (avg)
6.81
Music Source Separation
MUSDB18
DEMUCS (extra)
https://arxiv.org/abs/1911.13254v2
SDR (vocals)
7.29
Music Source Separation
MUSDB18
DEMUCS (extra)
https://arxiv.org/abs/1911.13254v2
SDR (drums)
7.58
Music Source Separation
MUSDB18
DEMUCS (extra)
https://arxiv.org/abs/1911.13254v2
SDR (other)
4.69
Music Source Separation
MUSDB18
DEMUCS (extra)
https://arxiv.org/abs/1911.13254v2
SDR (bass)
7.60
Music Source Separation
MUSDB18
DEMUCS (extra)
https://arxiv.org/abs/1911.13254v2
SDR (avg)
6.79
Music Source Separation
MUSDB18
CWS-PResUNet
https://arxiv.org/abs/2112.04685v1
SDR (vocals)
8.92
Music Source Separation
MUSDB18
CWS-PResUNet
https://arxiv.org/abs/2112.04685v1
SDR (drums)
6.38
Music Source Separation
MUSDB18
CWS-PResUNet
https://arxiv.org/abs/2112.04685v1
SDR (other)
5.84
Music Source Separation
MUSDB18
CWS-PResUNet
https://arxiv.org/abs/2112.04685v1
SDR (bass)
5.93
Music Source Separation
MUSDB18
CWS-PResUNet
https://arxiv.org/abs/2112.04685v1
SDR (avg)
6.77
Music Source Separation
MUSDB18
D3Net
https://arxiv.org/abs/2010.01733v4
SDR (vocals)
7.80
Music Source Separation
MUSDB18
D3Net
https://arxiv.org/abs/2010.01733v4
SDR (drums)
7.36
Music Source Separation
MUSDB18
D3Net
https://arxiv.org/abs/2010.01733v4
SDR (other)
5.37
Music Source Separation
MUSDB18
D3Net
https://arxiv.org/abs/2010.01733v4
SDR (bass)
6.20
Music Source Separation
MUSDB18
D3Net
https://arxiv.org/abs/2010.01733v4
SDR (avg)
6.68
Music Source Separation
MUSDB18
DLMNet
https://www.isca-archive.org/interspeech_2023/kim23i_interspeech.pdf
SDR (vocals)
6.91
Music Source Separation
MUSDB18
DLMNet
https://www.isca-archive.org/interspeech_2023/kim23i_interspeech.pdf
SDR (drums)
7.05
Music Source Separation
MUSDB18
DLMNet
https://www.isca-archive.org/interspeech_2023/kim23i_interspeech.pdf
SDR (other)
4.62
Music Source Separation
MUSDB18
DLMNet
https://www.isca-archive.org/interspeech_2023/kim23i_interspeech.pdf
SDR (bass)
7.29
Music Source Separation
MUSDB18
DLMNet
https://www.isca-archive.org/interspeech_2023/kim23i_interspeech.pdf
SDR (avg)
6.47
Music Source Separation
MUSDB18
Conv-TasNet (extra)
https://arxiv.org/abs/1809.07454v3
SDR (vocals)
6.74
Music Source Separation
MUSDB18
Conv-TasNet (extra)
https://arxiv.org/abs/1809.07454v3
SDR (drums)
7.11
Music Source Separation
MUSDB18
Conv-TasNet (extra)
https://arxiv.org/abs/1809.07454v3
SDR (bass)
7.00
Music Source Separation
MUSDB18
Conv-TasNet (extra)
https://arxiv.org/abs/1809.07454v3
SDR (avg)
6.32
Music Source Separation
MUSDB18
UMXL
https://joss.theoj.org/papers/10.21105/joss.01667
SDR (vocals)
7.213
Music Source Separation
MUSDB18
UMXL
https://joss.theoj.org/papers/10.21105/joss.01667
SDR (drums)
7.148