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Reported on 13 benchmarks across 7 tasks · 1 paper · 1 SOTA

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

Computer Vision7 results

Unsupervised Landmark DetectiononMAFL Unaligned
Mean NME· 2022-05-21
5.24
SOTA
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints arXiv:2205.10636
Facial Landmark DetectiononMAFL
NME· 2022-05-21
3.54
best: 7.95 (TCDCN)
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints arXiv:2205.10636
Facial Landmark DetectiononMAFL Unaligned
NME· 2022-05-21
5.24
best: 40.82 (LMDIS-REP)
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints arXiv:2205.10636
Face ReconstructiononMAFL
NME· 2022-05-21
3.54
best: 7.95 (TCDCN)
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints arXiv:2205.10636
Face ReconstructiononMAFL Unaligned
NME· 2022-05-21
5.24
best: 40.82 (LMDIS-REP)
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints arXiv:2205.10636
3D Face ReconstructiononMAFL
NME· 2022-05-21
3.54
best: 7.95 (TCDCN)
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints arXiv:2205.10636
3D Face ReconstructiononMAFL Unaligned
NME· 2022-05-21
5.24
best: 40.82 (LMDIS-REP)
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints arXiv:2205.10636

Music2 results

Facial Recognition and ModellingonMAFL
NME· 2022-05-21
3.54
best: 7.95 (TCDCN)
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints arXiv:2205.10636
Facial Recognition and ModellingonMAFL Unaligned
NME· 2022-05-21
5.24
best: 40.82 (LMDIS-REP)
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints arXiv:2205.10636

Methodology2 results

3DonMAFL
NME· 2022-05-21
3.54
best: 7.95 (TCDCN)
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints arXiv:2205.10636
3DonMAFL Unaligned
NME· 2022-05-21
5.24
best: 40.82 (LMDIS-REP)
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints arXiv:2205.10636

Medical2 results

3D Face ModellingonMAFL
NME· 2022-05-21
3.54
best: 7.95 (TCDCN)
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints arXiv:2205.10636
3D Face ModellingonMAFL Unaligned
NME· 2022-05-21
5.24
best: 40.82 (LMDIS-REP)
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints arXiv:2205.10636