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Models/Wav2Lip + ViT + MARLIN

Wav2Lip + ViT + MARLIN

Reported on 27 benchmarks across 9 tasks · 1 paper · 18 SOTA

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

Computer Vision12 results

Talking Head GenerationonLRS2
FID· 2022-11-12
3.452
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
Talking Head GenerationonLRS2
LSE-D· 2022-11-12
7.127
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
Face GenerationonLRS2
FID· 2022-11-12
3.452
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
Face GenerationonLRS2
LSE-D· 2022-11-12
7.127
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
Face ReconstructiononLRS2
FID· 2022-11-12
3.452
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
Face ReconstructiononLRS2
LSE-D· 2022-11-12
7.127
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
3D Face ReconstructiononLRS2
FID· 2022-11-12
3.452
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
3D Face ReconstructiononLRS2
LSE-D· 2022-11-12
7.127
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
Talking Head GenerationonLRS2
LSE-C· 2022-11-12
5.528
best: 7.781 (Wav2Lip)
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
Face GenerationonLRS2
LSE-C· 2022-11-12
5.528
best: 7.781 (Wav2Lip)
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
Face ReconstructiononLRS2
LSE-C· 2022-11-12
5.528
best: 7.781 (Wav2Lip)
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
3D Face ReconstructiononLRS2
LSE-C· 2022-11-12
5.528
best: 7.781 (Wav2Lip)
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627

Medical6 results

Image GenerationonLRS2
FID· 2022-11-12
3.452
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
Image GenerationonLRS2
LSE-D· 2022-11-12
7.127
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
3D Face ModellingonLRS2
FID· 2022-11-12
3.452
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
3D Face ModellingonLRS2
LSE-D· 2022-11-12
7.127
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
Image GenerationonLRS2
LSE-C· 2022-11-12
5.528
best: 7.781 (Wav2Lip)
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
3D Face ModellingonLRS2
LSE-C· 2022-11-12
5.528
best: 7.781 (Wav2Lip)
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627

Music3 results

Facial Recognition and ModellingonLRS2
FID· 2022-11-12
3.452
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
Facial Recognition and ModellingonLRS2
LSE-D· 2022-11-12
7.127
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
Facial Recognition and ModellingonLRS2
LSE-C· 2022-11-12
5.528
best: 7.781 (Wav2Lip)
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627

Methodology3 results

3DonLRS2
FID· 2022-11-12
3.452
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
3DonLRS2
LSE-D· 2022-11-12
7.127
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
3DonLRS2
LSE-C· 2022-11-12
5.528
best: 7.781 (Wav2Lip)
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627

Audio3 results

10-shot image generationonLRS2
FID· 2022-11-12
3.452
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
10-shot image generationonLRS2
LSE-D· 2022-11-12
7.127
SOTA
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627
10-shot image generationonLRS2
LSE-C· 2022-11-12
5.528
best: 7.781 (Wav2Lip)
MARLIN: Masked Autoencoder for facial video Representation LearnINg arXiv:2211.06627