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Models/AlignSDF

AlignSDF

Reported on 14 benchmarks across 7 tasks · 1 paper · 14 SOTA

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

Computer Vision8 results

HandonDexYCB
Average MPJPE (mm)· 2022-07-26
19
SOTA
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction arXiv:2207.12909
HandonDexYCB
OCE· 2022-07-26
19.1
best: 39.8 (HFL-Net)
SOTA
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction arXiv:2207.12909
Pose EstimationonDexYCB
Average MPJPE (mm)· 2022-07-26
19
SOTA
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction arXiv:2207.12909
Pose EstimationonDexYCB
OCE· 2022-07-26
19.1
best: 39.8 (HFL-Net)
SOTA
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction arXiv:2207.12909
3D Hand Pose EstimationonDexYCB
Average MPJPE (mm)· 2022-07-26
19
SOTA
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction arXiv:2207.12909
3D Hand Pose EstimationonDexYCB
OCE· 2022-07-26
19.1
best: 39.8 (HFL-Net)
SOTA
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction arXiv:2207.12909
6D Pose EstimationonDexYCB
Average MPJPE (mm)· 2022-07-26
19
SOTA
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction arXiv:2207.12909
6D Pose EstimationonDexYCB
OCE· 2022-07-26
19.1
best: 39.8 (HFL-Net)
SOTA
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction arXiv:2207.12909

Graphs2 results

Hand Pose EstimationonDexYCB
Average MPJPE (mm)· 2022-07-26
19
SOTA
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction arXiv:2207.12909
Hand Pose EstimationonDexYCB
OCE· 2022-07-26
19.1
best: 39.8 (HFL-Net)
SOTA
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction arXiv:2207.12909

Methodology2 results

3DonDexYCB
Average MPJPE (mm)· 2022-07-26
19
SOTA
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction arXiv:2207.12909
3DonDexYCB
OCE· 2022-07-26
19.1
best: 39.8 (HFL-Net)
SOTA
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction arXiv:2207.12909

Audio2 results

1 Image, 2*2 StitchionDexYCB
Average MPJPE (mm)· 2022-07-26
19
SOTA
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction arXiv:2207.12909
1 Image, 2*2 StitchionDexYCB
OCE· 2022-07-26
19.1
best: 39.8 (HFL-Net)
SOTA
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction arXiv:2207.12909