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Models/2D-3D Lifting self-supervised

2D-3D Lifting self-supervised

Reported on 12 benchmarks across 4 tasks · 1 paper

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

Computer Vision8 results

3D Human Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2021-08-17
62
best: 131.7 (Rhodin et al.)
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777
3D Human Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2021-08-17
62
best: 131.7 (Rhodin et al.)
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777
3D Human Pose EstimationonHuman3.6M
Number of Frames Per View· 2021-08-17
1
best: 243 (VideoPose3D (T=243))
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777
3D Human Pose EstimationonHuman3.6M
Number of Views· 2021-08-17
1
best: 2 (Kocabas et al.)
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777
Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2021-08-17
62
best: 131.7 (Rhodin et al.)
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777
Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2021-08-17
62
best: 131.7 (Rhodin et al.)
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777
Pose EstimationonHuman3.6M
Number of Frames Per View· 2021-08-17
1
best: 243 (VideoPose3D (T=243))
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777
Pose EstimationonHuman3.6M
Number of Views· 2021-08-17
1
best: 2 (Kocabas et al.)
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777

Methodology4 results

3DonHuman3.6M
Average MPJPE (mm)· 2021-08-17
62
best: 131.7 (Rhodin et al.)
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777
3DonHuman3.6M
Average MPJPE (mm)· 2021-08-17
62
best: 131.7 (Rhodin et al.)
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777
3DonHuman3.6M
Number of Frames Per View· 2021-08-17
1
best: 243 (VideoPose3D (T=243))
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777
3DonHuman3.6M
Number of Views· 2021-08-17
1
best: 2 (Kocabas et al.)
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777

Audio4 results

1 Image, 2*2 StitchionHuman3.6M
Average MPJPE (mm)· 2021-08-17
62
best: 131.7 (Rhodin et al.)
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777
1 Image, 2*2 StitchionHuman3.6M
Average MPJPE (mm)· 2021-08-17
62
best: 131.7 (Rhodin et al.)
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777
1 Image, 2*2 StitchionHuman3.6M
Number of Frames Per View· 2021-08-17
1
best: 243 (VideoPose3D (T=243))
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777
1 Image, 2*2 StitchionHuman3.6M
Number of Views· 2021-08-17
1
best: 2 (Kocabas et al.)
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry arXiv:2108.07777