Mask as Supervision

Reported on 6 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Methodology6 results

3D ReconstructiononHuman3.6M
N-MPJPE· 2023-12-12
96.8
SOTA
Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation arXiv:2312.07051
3D ReconstructiononHuman3.6M
P-MPJPE· 2023-12-12
90.4
SOTA
Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation arXiv:2312.07051
3DonHuman3.6M
N-MPJPE· 2023-12-12
96.8
SOTA
Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation arXiv:2312.07051
3DonHuman3.6M
P-MPJPE· 2023-12-12
90.4
SOTA
Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation arXiv:2312.07051
3D ReconstructiononHuman3.6M
MPJPE· 2023-12-12
95.9
best: 103.2 (Uncertainty-Aware Adaptation)
Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation arXiv:2312.07051
3DonHuman3.6M
MPJPE· 2023-12-12
95.9
best: 103.2 (Uncertainty-Aware Adaptation)
Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation arXiv:2312.07051