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/MANO CNN

MANO CNN

Reported on 24 benchmarks across 6 tasks · 1 paper · 6 SOTA

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

Computer Vision12 results

HandonFreiHAND
PA-MPJPE· 2019-09-10
11
best: 15.7 (DetNet)
SOTA
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
Pose EstimationonFreiHAND
PA-MPJPE· 2019-09-10
11
best: 15.7 (DetNet)
SOTA
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
3D Hand Pose EstimationonFreiHAND
PA-MPJPE· 2019-09-10
11
best: 15.7 (DetNet)
SOTA
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
HandonFreiHAND
PA-F@15mm· 2019-09-10
0.934
best: 0.993 (ExtPose)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
HandonFreiHAND
PA-F@5mm· 2019-09-10
0.516
best: 0.825 (WiLoR)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
HandonFreiHAND
PA-MPVPE· 2019-09-10
10.9
best: 13.2 (Hasson et al.)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
Pose EstimationonFreiHAND
PA-F@15mm· 2019-09-10
0.934
best: 0.993 (ExtPose)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
Pose EstimationonFreiHAND
PA-F@5mm· 2019-09-10
0.516
best: 0.825 (WiLoR)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
Pose EstimationonFreiHAND
PA-MPVPE· 2019-09-10
10.9
best: 13.2 (Hasson et al.)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
3D Hand Pose EstimationonFreiHAND
PA-F@15mm· 2019-09-10
0.934
best: 0.993 (ExtPose)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
3D Hand Pose EstimationonFreiHAND
PA-F@5mm· 2019-09-10
0.516
best: 0.825 (WiLoR)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
3D Hand Pose EstimationonFreiHAND
PA-MPVPE· 2019-09-10
10.9
best: 13.2 (Hasson et al.)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349

Graphs4 results

Hand Pose EstimationonFreiHAND
PA-MPJPE· 2019-09-10
11
best: 15.7 (DetNet)
SOTA
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
Hand Pose EstimationonFreiHAND
PA-F@15mm· 2019-09-10
0.934
best: 0.993 (ExtPose)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
Hand Pose EstimationonFreiHAND
PA-F@5mm· 2019-09-10
0.516
best: 0.825 (WiLoR)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
Hand Pose EstimationonFreiHAND
PA-MPVPE· 2019-09-10
10.9
best: 13.2 (Hasson et al.)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349

Methodology4 results

3DonFreiHAND
PA-MPJPE· 2019-09-10
11
best: 15.7 (DetNet)
SOTA
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
3DonFreiHAND
PA-F@15mm· 2019-09-10
0.934
best: 0.993 (ExtPose)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
3DonFreiHAND
PA-F@5mm· 2019-09-10
0.516
best: 0.825 (WiLoR)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
3DonFreiHAND
PA-MPVPE· 2019-09-10
10.9
best: 13.2 (Hasson et al.)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349

Audio4 results

1 Image, 2*2 StitchionFreiHAND
PA-MPJPE· 2019-09-10
11
best: 15.7 (DetNet)
SOTA
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
1 Image, 2*2 StitchionFreiHAND
PA-F@15mm· 2019-09-10
0.934
best: 0.993 (ExtPose)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
1 Image, 2*2 StitchionFreiHAND
PA-F@5mm· 2019-09-10
0.516
best: 0.825 (WiLoR)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349
1 Image, 2*2 StitchionFreiHAND
PA-MPVPE· 2019-09-10
10.9
best: 13.2 (Hasson et al.)
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images arXiv:1909.04349