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Models/Nirkin et al.

Nirkin et al.

Reported on 30 benchmarks across 6 tasks · 1 paper · 12 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision10 results

Face ReconstructiononFaceForensics++
perceptual loss· 2020-05-12
0.5
best: 0.39 (DeepFaceLab)
SOTA
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
Face ReconstructiononFaceForensics++
pose· 2020-05-12
6.01
SOTA
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
3D Face ReconstructiononFaceForensics++
perceptual loss· 2020-05-12
0.5
best: 0.39 (DeepFaceLab)
SOTA
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
3D Face ReconstructiononFaceForensics++
pose· 2020-05-12
6.01
SOTA
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
Face ReconstructiononFaceForensics++
SSIM· 2020-05-12
0.65
best: 0.992 (CihaNet)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
Face ReconstructiononFaceForensics++
landmarks· 2020-05-12
0.35
best: 1.15 (DeepFakes)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
Face ReconstructiononFaceForensics++
verification· 2020-05-12
0.66
best: 0.69 (DeepFakes)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
3D Face ReconstructiononFaceForensics++
SSIM· 2020-05-12
0.65
best: 0.992 (CihaNet)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
3D Face ReconstructiononFaceForensics++
landmarks· 2020-05-12
0.35
best: 1.15 (DeepFakes)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
3D Face ReconstructiononFaceForensics++
verification· 2020-05-12
0.66
best: 0.69 (DeepFakes)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535

Music5 results

Facial Recognition and ModellingonFaceForensics++
perceptual loss· 2020-05-12
0.5
best: 0.39 (DeepFaceLab)
SOTA
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
Facial Recognition and ModellingonFaceForensics++
pose· 2020-05-12
6.01
SOTA
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
Facial Recognition and ModellingonFaceForensics++
SSIM· 2020-05-12
0.65
best: 0.992 (CihaNet)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
Facial Recognition and ModellingonFaceForensics++
landmarks· 2020-05-12
0.35
best: 1.15 (DeepFakes)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
Facial Recognition and ModellingonFaceForensics++
verification· 2020-05-12
0.66
best: 0.69 (DeepFakes)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535

Methodology5 results

3DonFaceForensics++
perceptual loss· 2020-05-12
0.5
best: 0.39 (DeepFaceLab)
SOTA
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
3DonFaceForensics++
pose· 2020-05-12
6.01
SOTA
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
3DonFaceForensics++
SSIM· 2020-05-12
0.65
best: 0.992 (CihaNet)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
3DonFaceForensics++
landmarks· 2020-05-12
0.35
best: 1.15 (DeepFakes)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
3DonFaceForensics++
verification· 2020-05-12
0.66
best: 0.69 (DeepFakes)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535

Medical5 results

3D Face ModellingonFaceForensics++
perceptual loss· 2020-05-12
0.5
best: 0.39 (DeepFaceLab)
SOTA
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
3D Face ModellingonFaceForensics++
pose· 2020-05-12
6.01
SOTA
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
3D Face ModellingonFaceForensics++
SSIM· 2020-05-12
0.65
best: 0.992 (CihaNet)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
3D Face ModellingonFaceForensics++
landmarks· 2020-05-12
0.35
best: 1.15 (DeepFakes)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
3D Face ModellingonFaceForensics++
verification· 2020-05-12
0.66
best: 0.69 (DeepFakes)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535

Audio5 results

10-shot image generationonFaceForensics++
perceptual loss· 2020-05-12
0.5
best: 0.39 (DeepFaceLab)
SOTA
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
10-shot image generationonFaceForensics++
pose· 2020-05-12
6.01
SOTA
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
10-shot image generationonFaceForensics++
SSIM· 2020-05-12
0.65
best: 0.992 (CihaNet)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
10-shot image generationonFaceForensics++
landmarks· 2020-05-12
0.35
best: 1.15 (DeepFakes)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535
10-shot image generationonFaceForensics++
verification· 2020-05-12
0.66
best: 0.69 (DeepFakes)
DeepFaceLab: Integrated, flexible and extensible face-swapping framework arXiv:2005.05535