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Models/Trajectory Space Factorization (F=25)

Trajectory Space Factorization (F=25)

Reported on 15 benchmarks across 4 tasks · 1 paper · 3 SOTA

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

Computer Vision7 results

Pose EstimationonLeeds Sports Poses
PCK· 2019-08-22
83.6
SOTA
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289
3D Human Pose EstimationonMPI-INF-3DHP
AUC· 2019-08-22
51.4
best: 87.7 (TCPFormer (T=81))
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289
3D Human Pose EstimationonMPI-INF-3DHP
MPJPE· 2019-08-22
79.8
best: 124.7 (VNect (Augm.))
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289
3D Human Pose EstimationonMPI-INF-3DHP
PCK· 2019-08-22
83.6
best: 99.37 (LMT R152 384x384)
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289
Pose EstimationonMPI-INF-3DHP
AUC· 2019-08-22
51.4
best: 87.7 (TCPFormer (T=81))
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289
Pose EstimationonMPI-INF-3DHP
MPJPE· 2019-08-22
79.8
best: 124.7 (VNect (Augm.))
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289
Pose EstimationonMPI-INF-3DHP
PCK· 2019-08-22
83.6
best: 99.37 (LMT R152 384x384)
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289

Methodology4 results

3DonLeeds Sports Poses
PCK· 2019-08-22
83.6
SOTA
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289
3DonMPI-INF-3DHP
AUC· 2019-08-22
51.4
best: 87.7 (TCPFormer (T=81))
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289
3DonMPI-INF-3DHP
MPJPE· 2019-08-22
79.8
best: 124.7 (VNect (Augm.))
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289
3DonMPI-INF-3DHP
PCK· 2019-08-22
83.6
best: 99.37 (LMT R152 384x384)
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289

Audio4 results

1 Image, 2*2 StitchionLeeds Sports Poses
PCK· 2019-08-22
83.6
SOTA
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289
1 Image, 2*2 StitchionMPI-INF-3DHP
AUC· 2019-08-22
51.4
best: 87.7 (TCPFormer (T=81))
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289
1 Image, 2*2 StitchionMPI-INF-3DHP
MPJPE· 2019-08-22
79.8
best: 124.7 (VNect (Augm.))
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289
1 Image, 2*2 StitchionMPI-INF-3DHP
PCK· 2019-08-22
83.6
best: 99.37 (LMT R152 384x384)
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation arXiv:1908.08289