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Models/D3DP

D3DP

Reported on 8 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 Vision6 results

3D Human Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2023-03-21
39.5
best: 131.7 (Rhodin et al.)
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation arXiv:2303.11579
3D Human Pose EstimationonHuman3.6M
Frames Needed· 2023-03-21
243
best: 300 (Sparseness Meets Deepness)
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation arXiv:2303.11579
3D Human Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2023-03-21
35.4
best: 131.7 (Rhodin et al.)
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation arXiv:2303.11579
Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2023-03-21
39.5
best: 131.7 (Rhodin et al.)
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation arXiv:2303.11579
Pose EstimationonHuman3.6M
Frames Needed· 2023-03-21
243
best: 300 (Sparseness Meets Deepness)
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation arXiv:2303.11579
Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2023-03-21
35.4
best: 131.7 (Rhodin et al.)
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation arXiv:2303.11579

Methodology3 results

3DonHuman3.6M
Average MPJPE (mm)· 2023-03-21
39.5
best: 131.7 (Rhodin et al.)
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation arXiv:2303.11579
3DonHuman3.6M
Frames Needed· 2023-03-21
243
best: 300 (Sparseness Meets Deepness)
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation arXiv:2303.11579
3DonHuman3.6M
Average MPJPE (mm)· 2023-03-21
35.4
best: 131.7 (Rhodin et al.)
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation arXiv:2303.11579

Audio3 results

1 Image, 2*2 StitchionHuman3.6M
Average MPJPE (mm)· 2023-03-21
39.5
best: 131.7 (Rhodin et al.)
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation arXiv:2303.11579
1 Image, 2*2 StitchionHuman3.6M
Frames Needed· 2023-03-21
243
best: 300 (Sparseness Meets Deepness)
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation arXiv:2303.11579
1 Image, 2*2 StitchionHuman3.6M
Average MPJPE (mm)· 2023-03-21
35.4
best: 131.7 (Rhodin et al.)
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation arXiv:2303.11579