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Models/DynaBOA

DynaBOA

Reported on 29 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Computer Vision14 results

3D Human Pose EstimationonSurreal
PVE· 2021-11-07
70.7
SOTA
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
Pose EstimationonSurreal
PVE· 2021-11-07
70.7
SOTA
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
3D Human Pose EstimationonSurreal
PA-MPJPE· 2021-11-07
34
best: 37.9 (PC-HMR)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
3D Human Pose EstimationonMPI-INF-3DHP
AUC· 2021-11-07
43.1
best: 87.7 (TCPFormer (T=81))
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
3D Human Pose EstimationonMPI-INF-3DHP
MPJPE· 2021-11-07
101.5
best: 124.7 (VNect (Augm.))
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
3D Human Pose EstimationonMPI-INF-3DHP
PA-MPJPE· 2021-11-07
66.1
best: 89.8 (HMR)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
3D Human Pose EstimationonMPI-INF-3DHP
PCK· 2021-11-07
79.5
best: 99.37 (LMT R152 384x384)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
3D Human Pose EstimationonSurreal
MPJPE· 2021-11-07
55.2
best: 64.4 (self-supervised mocap)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
Pose EstimationonSurreal
PA-MPJPE· 2021-11-07
34
best: 37.9 (PC-HMR)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
Pose EstimationonMPI-INF-3DHP
AUC· 2021-11-07
43.1
best: 87.7 (TCPFormer (T=81))
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
Pose EstimationonMPI-INF-3DHP
MPJPE· 2021-11-07
101.5
best: 124.7 (VNect (Augm.))
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
Pose EstimationonMPI-INF-3DHP
PA-MPJPE· 2021-11-07
66.1
best: 89.8 (HMR)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
Pose EstimationonMPI-INF-3DHP
PCK· 2021-11-07
79.5
best: 99.37 (LMT R152 384x384)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
Pose EstimationonSurreal
MPJPE· 2021-11-07
55.2
best: 64.4 (self-supervised mocap)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017

Methodology7 results

3DonSurreal
PVE· 2021-11-07
70.7
SOTA
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
3DonSurreal
PA-MPJPE· 2021-11-07
34
best: 37.9 (PC-HMR)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
3DonMPI-INF-3DHP
AUC· 2021-11-07
43.1
best: 87.7 (TCPFormer (T=81))
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
3DonMPI-INF-3DHP
MPJPE· 2021-11-07
101.5
best: 124.7 (VNect (Augm.))
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
3DonMPI-INF-3DHP
PA-MPJPE· 2021-11-07
66.1
best: 89.8 (HMR)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
3DonMPI-INF-3DHP
PCK· 2021-11-07
79.5
best: 99.37 (LMT R152 384x384)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
3DonSurreal
MPJPE· 2021-11-07
55.2
best: 64.4 (self-supervised mocap)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017

Audio7 results

1 Image, 2*2 StitchionSurreal
PVE· 2021-11-07
70.7
SOTA
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
1 Image, 2*2 StitchionSurreal
PA-MPJPE· 2021-11-07
34
best: 37.9 (PC-HMR)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
1 Image, 2*2 StitchionMPI-INF-3DHP
AUC· 2021-11-07
43.1
best: 87.7 (TCPFormer (T=81))
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
1 Image, 2*2 StitchionMPI-INF-3DHP
MPJPE· 2021-11-07
101.5
best: 124.7 (VNect (Augm.))
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
1 Image, 2*2 StitchionMPI-INF-3DHP
PA-MPJPE· 2021-11-07
66.1
best: 89.8 (HMR)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
1 Image, 2*2 StitchionMPI-INF-3DHP
PCK· 2021-11-07
79.5
best: 99.37 (LMT R152 384x384)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017
1 Image, 2*2 StitchionSurreal
MPJPE· 2021-11-07
55.2
best: 64.4 (self-supervised mocap)
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017

Knowledge Base1 result

3D Absolute Human Pose EstimationonSurreal
MPJPE· 2021-11-07
55.2
SOTA
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation arXiv:2111.04017