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Models/LSTM PM

LSTM PM

Reported on 7 benchmarks across 4 tasks · 1 paper · 7 SOTA

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

Computer Vision2 results

Pose EstimationonJ-HMDB
Mean PCK@0.2· 2017-12-18
93.6
best: 99.6 (SimpleBaseline + HANet)
SOTA
LSTM Pose Machines arXiv:1712.06316
Pose EstimationonUPenn Action
Mean PCK@0.2· 2017-12-18
97.7
best: 99.4 (OmniPose)
SOTA
LSTM Pose Machines arXiv:1712.06316

Methodology2 results

3DonJ-HMDB
Mean PCK@0.2· 2017-12-18
93.6
best: 99.6 (SimpleBaseline + HANet)
SOTA
LSTM Pose Machines arXiv:1712.06316
3DonUPenn Action
Mean PCK@0.2· 2017-12-18
97.7
best: 99.4 (OmniPose)
SOTA
LSTM Pose Machines arXiv:1712.06316

Audio2 results

1 Image, 2*2 StitchionJ-HMDB
Mean PCK@0.2· 2017-12-18
93.6
best: 99.6 (SimpleBaseline + HANet)
SOTA
LSTM Pose Machines arXiv:1712.06316
1 Image, 2*2 StitchionUPenn Action
Mean PCK@0.2· 2017-12-18
97.7
best: 99.4 (OmniPose)
SOTA
LSTM Pose Machines arXiv:1712.06316

Knowledge Base1 result

2D Human Pose EstimationonJHMDB (2D poses only)
PCK· 2017-12-18
93.6
best: 98.8 (DeciWatch)
SOTA
LSTM Pose Machines arXiv:1712.06316