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Models/DeciWatch

DeciWatch

Reported on 14 benchmarks across 5 tasks · 1 paper · 14 SOTA

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

Computer Vision5 results

3D Human Pose EstimationonAIST++
MPJPE· 2022-03-16
67.2
best: 69.2 (SPIN + HANet (T=101))
SOTA
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation arXiv:2203.08713
Pose EstimationonJ-HMDB
Mean PCK@0.05· 2022-03-16
80.6
best: 91.9 (SimpleBaseline + HANet)
SOTA
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation arXiv:2203.08713
Pose EstimationonJ-HMDB
Mean PCK@0.1· 2022-03-16
94.6
best: 98.3 (SimpleBaseline + HANet)
SOTA
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation arXiv:2203.08713
Pose EstimationonJ-HMDB
Mean PCK@0.2· 2022-03-16
99
best: 99.6 (SimpleBaseline + HANet)
SOTA
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation arXiv:2203.08713
Pose EstimationonAIST++
MPJPE· 2022-03-16
67.2
best: 69.2 (SPIN + HANet (T=101))
SOTA
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation arXiv:2203.08713

Methodology4 results

3DonJ-HMDB
Mean PCK@0.05· 2022-03-16
80.6
best: 91.9 (SimpleBaseline + HANet)
SOTA
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation arXiv:2203.08713
3DonJ-HMDB
Mean PCK@0.1· 2022-03-16
94.6
best: 98.3 (SimpleBaseline + HANet)
SOTA
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation arXiv:2203.08713
3DonJ-HMDB
Mean PCK@0.2· 2022-03-16
99
best: 99.6 (SimpleBaseline + HANet)
SOTA
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation arXiv:2203.08713
3DonAIST++
MPJPE· 2022-03-16
67.2
best: 69.2 (SPIN + HANet (T=101))
SOTA
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation arXiv:2203.08713

Audio4 results

1 Image, 2*2 StitchionJ-HMDB
Mean PCK@0.05· 2022-03-16
80.6
best: 91.9 (SimpleBaseline + HANet)
SOTA
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation arXiv:2203.08713
1 Image, 2*2 StitchionJ-HMDB
Mean PCK@0.1· 2022-03-16
94.6
best: 98.3 (SimpleBaseline + HANet)
SOTA
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation arXiv:2203.08713
1 Image, 2*2 StitchionJ-HMDB
Mean PCK@0.2· 2022-03-16
99
best: 99.6 (SimpleBaseline + HANet)
SOTA
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation arXiv:2203.08713
1 Image, 2*2 StitchionAIST++
MPJPE· 2022-03-16
67.2
best: 69.2 (SPIN + HANet (T=101))
SOTA
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation arXiv:2203.08713

Knowledge Base1 result

2D Human Pose EstimationonJHMDB (2D poses only)
PCK· 2022-03-16
98.8
SOTA
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation arXiv:2203.08713