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Models/PoseDA

PoseDA

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 Vision6 results

3D Human Pose EstimationonMPI-INF-3DHP
AUC· 2023-03-29
62.5
best: 87.7 (TCPFormer (T=81))
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation arXiv:2303.16456
3D Human Pose EstimationonMPI-INF-3DHP
MPJPE· 2023-03-29
61.3
best: 124.7 (VNect (Augm.))
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation arXiv:2303.16456
3D Human Pose EstimationonMPI-INF-3DHP
PCK· 2023-03-29
92.1
best: 99.37 (LMT R152 384x384)
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation arXiv:2303.16456
Pose EstimationonMPI-INF-3DHP
AUC· 2023-03-29
62.5
best: 87.7 (TCPFormer (T=81))
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation arXiv:2303.16456
Pose EstimationonMPI-INF-3DHP
MPJPE· 2023-03-29
61.3
best: 124.7 (VNect (Augm.))
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation arXiv:2303.16456
Pose EstimationonMPI-INF-3DHP
PCK· 2023-03-29
92.1
best: 99.37 (LMT R152 384x384)
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation arXiv:2303.16456

Methodology3 results

3DonMPI-INF-3DHP
AUC· 2023-03-29
62.5
best: 87.7 (TCPFormer (T=81))
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation arXiv:2303.16456
3DonMPI-INF-3DHP
MPJPE· 2023-03-29
61.3
best: 124.7 (VNect (Augm.))
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation arXiv:2303.16456
3DonMPI-INF-3DHP
PCK· 2023-03-29
92.1
best: 99.37 (LMT R152 384x384)
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation arXiv:2303.16456

Audio3 results

1 Image, 2*2 StitchionMPI-INF-3DHP
AUC· 2023-03-29
62.5
best: 87.7 (TCPFormer (T=81))
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation arXiv:2303.16456
1 Image, 2*2 StitchionMPI-INF-3DHP
MPJPE· 2023-03-29
61.3
best: 124.7 (VNect (Augm.))
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation arXiv:2303.16456
1 Image, 2*2 StitchionMPI-INF-3DHP
PCK· 2023-03-29
92.1
best: 99.37 (LMT R152 384x384)
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation arXiv:2303.16456