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Models/Self-Attentive

Self-Attentive

Reported on 28 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 Vision14 results

3D Human Pose EstimationonMPI-INF-3DHP
MPJPE· 2021-03-26
94.3
best: 124.7 (VNect (Augm.))
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
3D Human Pose EstimationonMPI-INF-3DHP
PA-MPJPE· 2021-03-26
60.7
best: 89.8 (HMR)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
3D Human Pose EstimationonMPI-INF-3DHP
PCK· 2021-03-26
90.1
best: 99.37 (LMT R152 384x384)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
3D Human Pose Estimationon3DPW
Acceleration Error· 2021-03-26
77.9
best: 6.5 (ARTS (Resnet50 L=16))
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
3D Human Pose Estimationon3DPW
MPJPE· 2021-03-26
85.8
best: 130 (HMR)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
3D Human Pose Estimationon3DPW
MPVPE· 2021-03-26
100.6
best: 119.3 (BMP)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
3D Human Pose Estimationon3DPW
PA-MPJPE· 2021-03-26
50.4
best: 157 (Simple-baseline)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
Pose EstimationonMPI-INF-3DHP
MPJPE· 2021-03-26
94.3
best: 124.7 (VNect (Augm.))
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
Pose EstimationonMPI-INF-3DHP
PA-MPJPE· 2021-03-26
60.7
best: 89.8 (HMR)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
Pose EstimationonMPI-INF-3DHP
PCK· 2021-03-26
90.1
best: 99.37 (LMT R152 384x384)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
Pose Estimationon3DPW
Acceleration Error· 2021-03-26
77.9
best: 5.4 (HybridCap)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
Pose Estimationon3DPW
MPJPE· 2021-03-26
85.8
best: 130 (HMR)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
Pose Estimationon3DPW
MPVPE· 2021-03-26
100.6
best: 119.3 (BMP)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
Pose Estimationon3DPW
PA-MPJPE· 2021-03-26
50.4
best: 157 (Simple-baseline)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182

Methodology7 results

3DonMPI-INF-3DHP
MPJPE· 2021-03-26
94.3
best: 124.7 (VNect (Augm.))
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
3DonMPI-INF-3DHP
PA-MPJPE· 2021-03-26
60.7
best: 89.8 (HMR)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
3DonMPI-INF-3DHP
PCK· 2021-03-26
90.1
best: 99.37 (LMT R152 384x384)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
3Don3DPW
Acceleration Error· 2021-03-26
77.9
best: 5.4 (HybridCap)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
3Don3DPW
MPJPE· 2021-03-26
85.8
best: 130 (HMR)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
3Don3DPW
MPVPE· 2021-03-26
100.6
best: 119.3 (BMP)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
3Don3DPW
PA-MPJPE· 2021-03-26
50.4
best: 157 (Simple-baseline)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182

Audio7 results

1 Image, 2*2 StitchionMPI-INF-3DHP
MPJPE· 2021-03-26
94.3
best: 124.7 (VNect (Augm.))
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
1 Image, 2*2 StitchionMPI-INF-3DHP
PA-MPJPE· 2021-03-26
60.7
best: 89.8 (HMR)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
1 Image, 2*2 StitchionMPI-INF-3DHP
PCK· 2021-03-26
90.1
best: 99.37 (LMT R152 384x384)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
1 Image, 2*2 Stitchion3DPW
Acceleration Error· 2021-03-26
77.9
best: 5.4 (HybridCap)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
1 Image, 2*2 Stitchion3DPW
MPJPE· 2021-03-26
85.8
best: 130 (HMR)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
1 Image, 2*2 Stitchion3DPW
MPVPE· 2021-03-26
100.6
best: 119.3 (BMP)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182
1 Image, 2*2 Stitchion3DPW
PA-MPJPE· 2021-03-26
50.4
best: 157 (Simple-baseline)
Self-Attentive 3D Human Pose and Shape Estimation from Videos arXiv:2103.14182