Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Adversarial Learning

Adversarial Learning

Reported on 15 benchmarks across 4 tasks · 1 paper · 3 SOTA

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

Computer Vision7 results

Pose EstimationonMPII Single Person
PCKh@0.5· 2018-03-26
88.6
best: 93 (4xRSN-50)
SOTA
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722
3D Human Pose EstimationonMPI-INF-3DHP
AUC· 2018-03-26
32
best: 87.7 (TCPFormer (T=81))
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722
3D Human Pose EstimationonMPI-INF-3DHP
PCK· 2018-03-26
69
best: 99.37 (LMT R152 384x384)
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722
3D Human Pose EstimationonHuman3.6M
Frames Needed· 2018-03-26
1
best: 300 (Sparseness Meets Deepness)
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722
Pose EstimationonMPI-INF-3DHP
AUC· 2018-03-26
32
best: 87.7 (TCPFormer (T=81))
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722
Pose EstimationonMPI-INF-3DHP
PCK· 2018-03-26
69
best: 99.37 (LMT R152 384x384)
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722
Pose EstimationonHuman3.6M
Frames Needed· 2018-03-26
1
best: 300 (Sparseness Meets Deepness)
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722

Methodology4 results

3DonMPII Single Person
PCKh@0.5· 2018-03-26
88.6
best: 93 (4xRSN-50)
SOTA
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722
3DonMPI-INF-3DHP
AUC· 2018-03-26
32
best: 87.7 (TCPFormer (T=81))
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722
3DonMPI-INF-3DHP
PCK· 2018-03-26
69
best: 99.37 (LMT R152 384x384)
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722
3DonHuman3.6M
Frames Needed· 2018-03-26
1
best: 300 (Sparseness Meets Deepness)
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722

Audio4 results

1 Image, 2*2 StitchionMPII Single Person
PCKh@0.5· 2018-03-26
88.6
best: 93 (4xRSN-50)
SOTA
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722
1 Image, 2*2 StitchionMPI-INF-3DHP
AUC· 2018-03-26
32
best: 87.7 (TCPFormer (T=81))
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722
1 Image, 2*2 StitchionMPI-INF-3DHP
PCK· 2018-03-26
69
best: 99.37 (LMT R152 384x384)
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722
1 Image, 2*2 StitchionHuman3.6M
Frames Needed· 2018-03-26
1
best: 300 (Sparseness Meets Deepness)
3D Human Pose Estimation in the Wild by Adversarial Learning arXiv:1803.09722