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/cGNF w Lsample

cGNF w Lsample

Reported on 12 benchmarks across 4 tasks · 1 paper · 8 SOTA

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) for occluded Joints· 2022-10-20
41.8
SOTA
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions arXiv:2210.11179
3D Human Pose EstimationonHuman3.6M
Expected Calibration Error· 2022-10-20
0.08
SOTA
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions arXiv:2210.11179
Pose EstimationonHuman3.6M
Average MPJPE (mm) for occluded Joints· 2022-10-20
41.8
SOTA
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions arXiv:2210.11179
Pose EstimationonHuman3.6M
Expected Calibration Error· 2022-10-20
0.08
SOTA
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions arXiv:2210.11179
3D Human Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2022-10-20
53
best: 131.7 (Rhodin et al.)
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions arXiv:2210.11179
Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2022-10-20
53
best: 131.7 (Rhodin et al.)
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions arXiv:2210.11179

Methodology3 results

3DonHuman3.6M
Average MPJPE (mm) for occluded Joints· 2022-10-20
41.8
SOTA
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions arXiv:2210.11179
3DonHuman3.6M
Expected Calibration Error· 2022-10-20
0.08
SOTA
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions arXiv:2210.11179
3DonHuman3.6M
Average MPJPE (mm)· 2022-10-20
53
best: 131.7 (Rhodin et al.)
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions arXiv:2210.11179

Audio3 results

1 Image, 2*2 StitchionHuman3.6M
Average MPJPE (mm) for occluded Joints· 2022-10-20
41.8
SOTA
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions arXiv:2210.11179
1 Image, 2*2 StitchionHuman3.6M
Expected Calibration Error· 2022-10-20
0.08
SOTA
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions arXiv:2210.11179
1 Image, 2*2 StitchionHuman3.6M
Average MPJPE (mm)· 2022-10-20
53
best: 131.7 (Rhodin et al.)
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions arXiv:2210.11179