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Models/DMA

DMA

Reported on 76 benchmarks across 7 tasks · 1 paper · 15 SOTA

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

Computer Vision43 results

HandonDexYCB
ADD-S· 2022-11-16
15.9
best: 31.9 (HFL-Net)
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
HandonDexYCB
OCE· 2022-11-16
27.3
best: 39.8 (HFL-Net)
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Pose EstimationonDexYCB
ADD-S· 2022-11-16
15.9
best: 31.9 (HFL-Net)
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Pose EstimationonDexYCB
OCE· 2022-11-16
27.3
best: 39.8 (HFL-Net)
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3D Hand Pose EstimationonDexYCB
ADD-S· 2022-11-16
15.9
best: 31.9 (HFL-Net)
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3D Hand Pose EstimationonDexYCB
OCE· 2022-11-16
27.3
best: 39.8 (HFL-Net)
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
6D Pose EstimationonDexYCB
ADD-S· 2022-11-16
15.9
best: 31.9 (HFL-Net)
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
6D Pose EstimationonDexYCB
OCE· 2022-11-16
27.3
best: 39.8 (HFL-Net)
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
6D Pose EstimationonDexYCB
Procrustes-Aligned MPJPE· 2022-11-16
6.86
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
HandonHO-3D v2
PA-MPJPE (mm)· uses extra data· 2022-11-16
10.1
best: 12.5 (Pose2Mesh)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
HandonHO-3D v2
ADD-S· uses extra data· 2022-11-16
20.8
best: 40 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
HandonHO-3D v2
Average MPJPE (mm)· uses extra data· 2022-11-16
22.2
best: 28.9 (HFL-Net)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
HandonHO-3D v2
OME· uses extra data· 2022-11-16
45.5
best: 80 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
HandonHO-3D v2
PA-MPJPE· uses extra data· 2022-11-16
10.1
best: 12 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
HandonHO-3D v2
ST-MPJPE· uses extra data· 2022-11-16
23.8
best: 36.9 (PCTHO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
HandonDexYCB
Average MPJPE (mm)· 2022-11-16
12.7
best: 19 (AlignSDF)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
HandonDexYCB
MCE· 2022-11-16
32.6
best: 52.5 (UHO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
HandonDexYCB
Procrustes-Aligned MPJPE· 2022-11-16
6.86
best: 6.99 (METRO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Pose EstimationonHO-3D v2
ADD-S· uses extra data· 2022-11-16
20.8
best: 40 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Pose EstimationonHO-3D v2
Average MPJPE (mm)· uses extra data· 2022-11-16
22.2
best: 28.9 (HFL-Net)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Pose EstimationonHO-3D v2
OME· uses extra data· 2022-11-16
45.5
best: 80 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Pose EstimationonHO-3D v2
PA-MPJPE· uses extra data· 2022-11-16
10.1
best: 12 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Pose EstimationonHO-3D v2
ST-MPJPE· uses extra data· 2022-11-16
23.8
best: 36.9 (PCTHO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Pose EstimationonDexYCB
Average MPJPE (mm)· 2022-11-16
12.7
best: 19 (AlignSDF)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Pose EstimationonDexYCB
MCE· 2022-11-16
32.6
best: 52.5 (UHO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Pose EstimationonDexYCB
Procrustes-Aligned MPJPE· 2022-11-16
6.86
best: 6.99 (METRO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Pose EstimationonHO-3D v2
PA-MPJPE (mm)· uses extra data· 2022-11-16
10.1
best: 12.5 (Pose2Mesh)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3D Hand Pose EstimationonHO-3D v2
PA-MPJPE (mm)· uses extra data· 2022-11-16
10.1
best: 12.5 (Pose2Mesh)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3D Hand Pose EstimationonHO-3D v2
ADD-S· uses extra data· 2022-11-16
20.8
best: 40 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3D Hand Pose EstimationonHO-3D v2
Average MPJPE (mm)· uses extra data· 2022-11-16
22.2
best: 28.9 (HFL-Net)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3D Hand Pose EstimationonHO-3D v2
OME· uses extra data· 2022-11-16
45.5
best: 80 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3D Hand Pose EstimationonHO-3D v2
PA-MPJPE· uses extra data· 2022-11-16
10.1
best: 12 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3D Hand Pose EstimationonHO-3D v2
ST-MPJPE· uses extra data· 2022-11-16
23.8
best: 36.9 (PCTHO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3D Hand Pose EstimationonDexYCB
Average MPJPE (mm)· 2022-11-16
12.7
best: 19 (AlignSDF)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3D Hand Pose EstimationonDexYCB
MCE· 2022-11-16
32.6
best: 52.5 (UHO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3D Hand Pose EstimationonDexYCB
Procrustes-Aligned MPJPE· 2022-11-16
6.86
best: 6.99 (METRO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
6D Pose EstimationonHO-3D v2
ADD-S· uses extra data· 2022-11-16
20.8
best: 40 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
6D Pose EstimationonHO-3D v2
Average MPJPE (mm)· uses extra data· 2022-11-16
22.2
best: 28.9 (HFL-Net)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
6D Pose EstimationonHO-3D v2
OME· uses extra data· 2022-11-16
45.5
best: 80 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
6D Pose EstimationonHO-3D v2
PA-MPJPE· uses extra data· 2022-11-16
10.1
best: 12 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
6D Pose EstimationonHO-3D v2
ST-MPJPE· uses extra data· 2022-11-16
23.8
best: 36.9 (PCTHO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
6D Pose EstimationonDexYCB
Average MPJPE (mm)· 2022-11-16
12.7
best: 19 (AlignSDF)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
6D Pose EstimationonDexYCB
MCE· 2022-11-16
32.6
best: 52.5 (UHO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805

Graphs11 results

Hand Pose EstimationonDexYCB
ADD-S· 2022-11-16
15.9
best: 31.9 (HFL-Net)
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Hand Pose EstimationonDexYCB
OCE· 2022-11-16
27.3
best: 39.8 (HFL-Net)
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Hand Pose EstimationonHO-3D v2
PA-MPJPE (mm)· uses extra data· 2022-11-16
10.1
best: 12.5 (Pose2Mesh)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Hand Pose EstimationonHO-3D v2
ADD-S· uses extra data· 2022-11-16
20.8
best: 40 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Hand Pose EstimationonHO-3D v2
Average MPJPE (mm)· uses extra data· 2022-11-16
22.2
best: 28.9 (HFL-Net)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Hand Pose EstimationonHO-3D v2
OME· uses extra data· 2022-11-16
45.5
best: 80 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Hand Pose EstimationonHO-3D v2
PA-MPJPE· uses extra data· 2022-11-16
10.1
best: 12 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Hand Pose EstimationonHO-3D v2
ST-MPJPE· uses extra data· 2022-11-16
23.8
best: 36.9 (PCTHO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Hand Pose EstimationonDexYCB
Average MPJPE (mm)· 2022-11-16
12.7
best: 19 (AlignSDF)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Hand Pose EstimationonDexYCB
MCE· 2022-11-16
32.6
best: 52.5 (UHO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
Hand Pose EstimationonDexYCB
Procrustes-Aligned MPJPE· 2022-11-16
6.86
best: 6.99 (METRO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805

Methodology11 results

3DonDexYCB
ADD-S· 2022-11-16
15.9
best: 31.9 (HFL-Net)
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3DonDexYCB
OCE· 2022-11-16
27.3
best: 39.8 (HFL-Net)
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3DonHO-3D v2
ADD-S· uses extra data· 2022-11-16
20.8
best: 40 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3DonHO-3D v2
Average MPJPE (mm)· uses extra data· 2022-11-16
22.2
best: 28.9 (HFL-Net)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3DonHO-3D v2
OME· uses extra data· 2022-11-16
45.5
best: 80 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3DonHO-3D v2
PA-MPJPE· uses extra data· 2022-11-16
10.1
best: 12 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3DonHO-3D v2
ST-MPJPE· uses extra data· 2022-11-16
23.8
best: 36.9 (PCTHO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3DonDexYCB
Average MPJPE (mm)· 2022-11-16
12.7
best: 19 (AlignSDF)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3DonDexYCB
MCE· 2022-11-16
32.6
best: 52.5 (UHO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3DonDexYCB
Procrustes-Aligned MPJPE· 2022-11-16
6.86
best: 6.99 (METRO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
3DonHO-3D v2
PA-MPJPE (mm)· uses extra data· 2022-11-16
10.1
best: 12.5 (Pose2Mesh)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805

Audio11 results

1 Image, 2*2 StitchionDexYCB
ADD-S· 2022-11-16
15.9
best: 31.9 (HFL-Net)
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
1 Image, 2*2 StitchionDexYCB
OCE· 2022-11-16
27.3
best: 39.8 (HFL-Net)
SOTA
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
1 Image, 2*2 StitchionHO-3D v2
ADD-S· uses extra data· 2022-11-16
20.8
best: 40 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
1 Image, 2*2 StitchionHO-3D v2
Average MPJPE (mm)· uses extra data· 2022-11-16
22.2
best: 28.9 (HFL-Net)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
1 Image, 2*2 StitchionHO-3D v2
OME· uses extra data· 2022-11-16
45.5
best: 80 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
1 Image, 2*2 StitchionHO-3D v2
PA-MPJPE· uses extra data· 2022-11-16
10.1
best: 12 (HOR)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
1 Image, 2*2 StitchionHO-3D v2
ST-MPJPE· uses extra data· 2022-11-16
23.8
best: 36.9 (PCTHO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
1 Image, 2*2 StitchionDexYCB
Average MPJPE (mm)· 2022-11-16
12.7
best: 19 (AlignSDF)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
1 Image, 2*2 StitchionDexYCB
MCE· 2022-11-16
32.6
best: 52.5 (UHO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
1 Image, 2*2 StitchionDexYCB
Procrustes-Aligned MPJPE· 2022-11-16
6.86
best: 6.99 (METRO)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805
1 Image, 2*2 StitchionHO-3D v2
PA-MPJPE (mm)· uses extra data· 2022-11-16
10.1
best: 12.5 (Pose2Mesh)
Interacting Hand-Object Pose Estimation via Dense Mutual Attention arXiv:2211.08805