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Models/CanonPose

CanonPose

Reported on 51 benchmarks across 12 tasks · 2 papers · 20 SOTA

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

Computer Vision36 results

3D Human Pose EstimationonH3WB
MPJPE· 2022-11-28
264.4
SOTA
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
Pose EstimationonH3WB
MPJPE· 2022-11-28
264.4
SOTA
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
3D Human Pose EstimationonSkiPose
CPS· 2020-11-30
108.7
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3D Human Pose EstimationonSkiPose
MPJPE· 2020-11-30
128.1
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3D Human Pose EstimationonSkiPose
P-MPJPE· 2020-11-30
89.6
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3D Human Pose EstimationonSkiPose
PCK· 2020-11-30
67.1
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
Pose EstimationonSkiPose
CPS· 2020-11-30
108.7
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
Pose EstimationonSkiPose
MPJPE· 2020-11-30
128.1
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
Pose EstimationonSkiPose
P-MPJPE· 2020-11-30
89.6
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
Pose EstimationonSkiPose
PCK· 2020-11-30
67.1
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3D Human Pose EstimationonH3WB
MPJPE· 2022-11-28
193.7
best: 264.4
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
HandonH3WB
Average MPJPE (mm)· 2022-11-28
48.9
best: 83.4 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
HandonH3WB
Average MPJPE (mm)· 2022-11-28
56.2
best: 83.4 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
Pose EstimationonH3WB
MPJPE· 2022-11-28
193.7
best: 264.4
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
Pose EstimationonH3WB
Average MPJPE (mm)· 2022-11-28
48.9
best: 83.4 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
Pose EstimationonH3WB
Average MPJPE (mm)· 2022-11-28
56.2
best: 83.4 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
Facial Landmark DetectiononH3WB
Average MPJPE (mm)· 2022-11-28
24.6
best: 34 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
Facial Landmark DetectiononH3WB
Average MPJPE (mm)· 2022-11-28
31.9
best: 34 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
Face ReconstructiononH3WB
Average MPJPE (mm)· 2022-11-28
24.6
best: 34 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
Face ReconstructiononH3WB
Average MPJPE (mm)· 2022-11-28
31.9
best: 34 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
3D Face ReconstructiononH3WB
Average MPJPE (mm)· 2022-11-28
24.6
best: 34 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
3D Face ReconstructiononH3WB
Average MPJPE (mm)· 2022-11-28
31.9
best: 34 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
3D Hand Pose EstimationonH3WB
Average MPJPE (mm)· 2022-11-28
48.9
best: 83.4 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
3D Hand Pose EstimationonH3WB
Average MPJPE (mm)· 2022-11-28
56.2
best: 83.4 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
3D Human Pose EstimationonMPI-INF-3DHP
MPJPE· 2020-11-30
104
best: 124.7 (VNect (Augm.))
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3D Human Pose EstimationonMPI-INF-3DHP
PCK· 2020-11-30
77
best: 99.37 (LMT R152 384x384)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3D Human Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2020-11-30
74.3
best: 131.7 (Rhodin et al.)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3D Human Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2020-11-30
74.3
best: 131.7 (Rhodin et al.)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3D Human Pose EstimationonHuman3.6M
Number of Frames Per View· 2020-11-30
1
best: 243 (VideoPose3D (T=243))
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3D Human Pose EstimationonHuman3.6M
Number of Views· 2020-11-30
1
best: 2 (Kocabas et al.)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
Pose EstimationonMPI-INF-3DHP
MPJPE· 2020-11-30
104
best: 124.7 (VNect (Augm.))
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
Pose EstimationonMPI-INF-3DHP
PCK· 2020-11-30
77
best: 99.37 (LMT R152 384x384)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2020-11-30
74.3
best: 131.7 (Rhodin et al.)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2020-11-30
74.3
best: 131.7 (Rhodin et al.)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
Pose EstimationonHuman3.6M
Number of Frames Per View· 2020-11-30
1
best: 243 (VideoPose3D (T=243))
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
Pose EstimationonHuman3.6M
Number of Views· 2020-11-30
1
best: 2 (Kocabas et al.)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679

Methodology16 results

3DonH3WB
MPJPE· 2022-11-28
264.4
SOTA
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
3DonSkiPose
CPS· 2020-11-30
108.7
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3DonSkiPose
MPJPE· 2020-11-30
128.1
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3DonSkiPose
P-MPJPE· 2020-11-30
89.6
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3DonSkiPose
PCK· 2020-11-30
67.1
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3DonH3WB
MPJPE· 2022-11-28
193.7
best: 264.4
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
3DonH3WB
Average MPJPE (mm)· 2022-11-28
48.9
best: 83.4 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
3DonH3WB
Average MPJPE (mm)· 2022-11-28
56.2
best: 83.4 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
3DonH3WB
Average MPJPE (mm)· 2022-11-28
24.6
best: 83.4 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
3DonH3WB
Average MPJPE (mm)· 2022-11-28
31.9
best: 83.4 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
3DonMPI-INF-3DHP
MPJPE· 2020-11-30
104
best: 124.7 (VNect (Augm.))
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3DonMPI-INF-3DHP
PCK· 2020-11-30
77
best: 99.37 (LMT R152 384x384)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3DonHuman3.6M
Average MPJPE (mm)· 2020-11-30
74.3
best: 131.7 (Rhodin et al.)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3DonHuman3.6M
Average MPJPE (mm)· 2020-11-30
74.3
best: 131.7 (Rhodin et al.)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3DonHuman3.6M
Number of Frames Per View· 2020-11-30
1
best: 243 (VideoPose3D (T=243))
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
3DonHuman3.6M
Number of Views· 2020-11-30
1
best: 2 (Kocabas et al.)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679

Audio14 results

1 Image, 2*2 StitchionH3WB
MPJPE· 2022-11-28
264.4
SOTA
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
1 Image, 2*2 StitchionSkiPose
CPS· 2020-11-30
108.7
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
1 Image, 2*2 StitchionSkiPose
MPJPE· 2020-11-30
128.1
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
1 Image, 2*2 StitchionSkiPose
P-MPJPE· 2020-11-30
89.6
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
1 Image, 2*2 StitchionSkiPose
PCK· 2020-11-30
67.1
SOTA
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
1 Image, 2*2 StitchionH3WB
MPJPE· 2022-11-28
193.7
best: 264.4
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
1 Image, 2*2 StitchionH3WB
Average MPJPE (mm)· 2022-11-28
48.9
best: 83.4 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
1 Image, 2*2 StitchionH3WB
Average MPJPE (mm)· 2022-11-28
56.2
best: 83.4 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
1 Image, 2*2 StitchionMPI-INF-3DHP
MPJPE· 2020-11-30
104
best: 124.7 (VNect (Augm.))
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
1 Image, 2*2 StitchionMPI-INF-3DHP
PCK· 2020-11-30
77
best: 99.37 (LMT R152 384x384)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
1 Image, 2*2 StitchionHuman3.6M
Average MPJPE (mm)· 2020-11-30
74.3
best: 131.7 (Rhodin et al.)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
1 Image, 2*2 StitchionHuman3.6M
Average MPJPE (mm)· 2020-11-30
74.3
best: 131.7 (Rhodin et al.)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
1 Image, 2*2 StitchionHuman3.6M
Number of Frames Per View· 2020-11-30
1
best: 243 (VideoPose3D (T=243))
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679
1 Image, 2*2 StitchionHuman3.6M
Number of Views· 2020-11-30
1
best: 2 (Kocabas et al.)
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild arXiv:2011.14679

Music2 results

Facial Recognition and ModellingonH3WB
Average MPJPE (mm)· 2022-11-28
24.6
best: 34 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
Facial Recognition and ModellingonH3WB
Average MPJPE (mm)· 2022-11-28
31.9
best: 34 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692

Graphs2 results

Hand Pose EstimationonH3WB
Average MPJPE (mm)· 2022-11-28
48.9
best: 83.4 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
Hand Pose EstimationonH3WB
Average MPJPE (mm)· 2022-11-28
56.2
best: 83.4 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692

Medical2 results

3D Face ModellingonH3WB
Average MPJPE (mm)· 2022-11-28
24.6
best: 34 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692
3D Face ModellingonH3WB
Average MPJPE (mm)· 2022-11-28
31.9
best: 34 (SimpleBaseline)
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark arXiv:2211.15692