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Models/UniHCP (FT)

UniHCP (FT)

Reported on 7 benchmarks across 7 tasks · 1 paper · 2 SOTA

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

Computer Vision3 results

Human Part SegmentationonATR
pACC· 2023-03-06
97.74
SOTA
UniHCP: A Unified Model for Human-Centric Perceptions arXiv:2303.02936
Pose EstimationonMPII Human Pose
PCKh-0.5· uses extra data· 2023-03-06
93.2
best: 94.3 (PCT (swin-l, test set))
UniHCP: A Unified Model for Human-Centric Perceptions arXiv:2303.02936
Pedestrian DetectiononCaltech
Heavy MR^-2· uses extra data· 2023-03-06
27.2
best: 38.7 (F2DNet)
UniHCP: A Unified Model for Human-Centric Perceptions arXiv:2303.02936

Audio2 results

2D Semantic SegmentationonATR
pACC· 2023-03-06
97.74
SOTA
UniHCP: A Unified Model for Human-Centric Perceptions arXiv:2303.02936
1 Image, 2*2 StitchionMPII Human Pose
PCKh-0.5· uses extra data· 2023-03-06
93.2
best: 94.3 (PCT (swin-l, test set))
UniHCP: A Unified Model for Human-Centric Perceptions arXiv:2303.02936

Robots1 result

Autonomous VehiclesonCaltech
Heavy MR^-2· uses extra data· 2023-03-06
27.2
best: 38.7 (F2DNet)
UniHCP: A Unified Model for Human-Centric Perceptions arXiv:2303.02936

Methodology1 result

3DonMPII Human Pose
PCKh-0.5· uses extra data· 2023-03-06
93.2
best: 94.3 (PCT (swin-l, test set))
UniHCP: A Unified Model for Human-Centric Perceptions arXiv:2303.02936