Soft-gated Skip Connections

Reported on 3 benchmarks across 3 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 Vision1 result

Pose EstimationonMPII Human Pose
PCKh-0.5· uses extra data· 2020-02-25
94.1
best: 94.3 (PCT (swin-l, test set))
SOTA
Toward fast and accurate human pose estimation via soft-gated skip connections arXiv:2002.11098

Methodology1 result

3DonMPII Human Pose
PCKh-0.5· uses extra data· 2020-02-25
94.1
best: 94.3 (PCT (swin-l, test set))
SOTA
Toward fast and accurate human pose estimation via soft-gated skip connections arXiv:2002.11098

Audio1 result

1 Image, 2*2 StitchionMPII Human Pose
PCKh-0.5· uses extra data· 2020-02-25
94.1
best: 94.3 (PCT (swin-l, test set))
SOTA
Toward fast and accurate human pose estimation via soft-gated skip connections arXiv:2002.11098