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Models/DST-VIBE

DST-VIBE

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
Acceleration Error· 2021-10-22
11.9
best: 7.4 (ARTS (Resnet50 L=16))
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
3D Human Pose EstimationonMPI-INF-3DHP
MPJPE· 2021-10-22
93.4
best: 124.7 (VNect (Augm.))
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
3D Human Pose EstimationonMPI-INF-3DHP
PA-MPJPE· 2021-10-22
62.2
best: 89.8 (HMR)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
3D Human Pose Estimationon3DPW
Acceleration Error· 2021-10-22
11
best: 6.5 (ARTS (Resnet50 L=16))
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
3D Human Pose Estimationon3DPW
MPJPE· 2021-10-22
76.7
best: 130 (HMR)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
3D Human Pose Estimationon3DPW
MPVPE· 2021-10-22
93.5
best: 119.3 (BMP)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
3D Human Pose Estimationon3DPW
PA-MPJPE· 2021-10-22
50.3
best: 157 (Simple-baseline)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
Pose EstimationonMPI-INF-3DHP
Acceleration Error· 2021-10-22
11.9
best: 7.4 (ARTS (Resnet50 L=16))
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
Pose EstimationonMPI-INF-3DHP
MPJPE· 2021-10-22
93.4
best: 124.7 (VNect (Augm.))
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
Pose EstimationonMPI-INF-3DHP
PA-MPJPE· 2021-10-22
62.2
best: 89.8 (HMR)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
Pose Estimationon3DPW
Acceleration Error· 2021-10-22
11
best: 5.4 (HybridCap)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
Pose Estimationon3DPW
MPJPE· 2021-10-22
76.7
best: 130 (HMR)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
Pose Estimationon3DPW
MPVPE· 2021-10-22
93.5
best: 119.3 (BMP)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
Pose Estimationon3DPW
PA-MPJPE· 2021-10-22
50.3
best: 157 (Simple-baseline)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680

Methodology7 results

3DonMPI-INF-3DHP
Acceleration Error· 2021-10-22
11.9
best: 7.4 (ARTS (Resnet50 L=16))
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
3DonMPI-INF-3DHP
MPJPE· 2021-10-22
93.4
best: 124.7 (VNect (Augm.))
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
3DonMPI-INF-3DHP
PA-MPJPE· 2021-10-22
62.2
best: 89.8 (HMR)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
3Don3DPW
Acceleration Error· 2021-10-22
11
best: 5.4 (HybridCap)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
3Don3DPW
MPJPE· 2021-10-22
76.7
best: 130 (HMR)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
3Don3DPW
MPVPE· 2021-10-22
93.5
best: 119.3 (BMP)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
3Don3DPW
PA-MPJPE· 2021-10-22
50.3
best: 157 (Simple-baseline)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680

Audio7 results

1 Image, 2*2 StitchionMPI-INF-3DHP
Acceleration Error· 2021-10-22
11.9
best: 7.4 (ARTS (Resnet50 L=16))
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
1 Image, 2*2 StitchionMPI-INF-3DHP
MPJPE· 2021-10-22
93.4
best: 124.7 (VNect (Augm.))
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
1 Image, 2*2 StitchionMPI-INF-3DHP
PA-MPJPE· 2021-10-22
62.2
best: 89.8 (HMR)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
1 Image, 2*2 Stitchion3DPW
Acceleration Error· 2021-10-22
11
best: 5.4 (HybridCap)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
1 Image, 2*2 Stitchion3DPW
MPJPE· 2021-10-22
76.7
best: 130 (HMR)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
1 Image, 2*2 Stitchion3DPW
MPVPE· 2021-10-22
93.5
best: 119.3 (BMP)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680
1 Image, 2*2 Stitchion3DPW
PA-MPJPE· 2021-10-22
50.3
best: 157 (Simple-baseline)
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation arXiv:2110.11680