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Models/Keypoint-Trans

Keypoint-Trans

Reported on 35 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 Vision20 results

HandonHO-3D v2
Average MPJPE (mm)· 2021-04-29
25.5
best: 28.9 (HFL-Net)
SOTA
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
HandonHO-3D v2
OME· 2021-04-29
68
best: 80 (HOR)
SOTA
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
Pose EstimationonHO-3D v2
Average MPJPE (mm)· 2021-04-29
25.5
best: 28.9 (HFL-Net)
SOTA
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
Pose EstimationonHO-3D v2
OME· 2021-04-29
68
best: 80 (HOR)
SOTA
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
3D Hand Pose EstimationonHO-3D v2
Average MPJPE (mm)· 2021-04-29
25.5
best: 28.9 (HFL-Net)
SOTA
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
3D Hand Pose EstimationonHO-3D v2
OME· 2021-04-29
68
best: 80 (HOR)
SOTA
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
6D Pose EstimationonHO-3D v2
Average MPJPE (mm)· 2021-04-29
25.5
best: 28.9 (HFL-Net)
SOTA
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
6D Pose EstimationonHO-3D v2
OME· 2021-04-29
68
best: 80 (HOR)
SOTA
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
HandonHO-3D v2
ADD-S· 2021-04-29
21.4
best: 40 (HOR)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
HandonHO-3D v2
PA-MPJPE· 2021-04-29
10.8
best: 12 (HOR)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
HandonHO-3D v2
ST-MPJPE· 2021-04-29
25.7
best: 36.9 (PCTHO)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
Pose EstimationonHO-3D v2
ADD-S· 2021-04-29
21.4
best: 40 (HOR)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
Pose EstimationonHO-3D v2
PA-MPJPE· 2021-04-29
10.8
best: 12 (HOR)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
Pose EstimationonHO-3D v2
ST-MPJPE· 2021-04-29
25.7
best: 36.9 (PCTHO)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
3D Hand Pose EstimationonHO-3D v2
ADD-S· 2021-04-29
21.4
best: 40 (HOR)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
3D Hand Pose EstimationonHO-3D v2
PA-MPJPE· 2021-04-29
10.8
best: 12 (HOR)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
3D Hand Pose EstimationonHO-3D v2
ST-MPJPE· 2021-04-29
25.7
best: 36.9 (PCTHO)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
6D Pose EstimationonHO-3D v2
ADD-S· 2021-04-29
21.4
best: 40 (HOR)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
6D Pose EstimationonHO-3D v2
PA-MPJPE· 2021-04-29
10.8
best: 12 (HOR)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
6D Pose EstimationonHO-3D v2
ST-MPJPE· 2021-04-29
25.7
best: 36.9 (PCTHO)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639

Graphs5 results

Hand Pose EstimationonHO-3D v2
Average MPJPE (mm)· 2021-04-29
25.5
best: 28.9 (HFL-Net)
SOTA
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
Hand Pose EstimationonHO-3D v2
OME· 2021-04-29
68
best: 80 (HOR)
SOTA
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
Hand Pose EstimationonHO-3D v2
ADD-S· 2021-04-29
21.4
best: 40 (HOR)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
Hand Pose EstimationonHO-3D v2
PA-MPJPE· 2021-04-29
10.8
best: 12 (HOR)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
Hand Pose EstimationonHO-3D v2
ST-MPJPE· 2021-04-29
25.7
best: 36.9 (PCTHO)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639

Methodology5 results

3DonHO-3D v2
Average MPJPE (mm)· 2021-04-29
25.5
best: 28.9 (HFL-Net)
SOTA
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
3DonHO-3D v2
OME· 2021-04-29
68
best: 80 (HOR)
SOTA
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
3DonHO-3D v2
ADD-S· 2021-04-29
21.4
best: 40 (HOR)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
3DonHO-3D v2
PA-MPJPE· 2021-04-29
10.8
best: 12 (HOR)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
3DonHO-3D v2
ST-MPJPE· 2021-04-29
25.7
best: 36.9 (PCTHO)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639

Audio5 results

1 Image, 2*2 StitchionHO-3D v2
Average MPJPE (mm)· 2021-04-29
25.5
best: 28.9 (HFL-Net)
SOTA
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
1 Image, 2*2 StitchionHO-3D v2
OME· 2021-04-29
68
best: 80 (HOR)
SOTA
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
1 Image, 2*2 StitchionHO-3D v2
ADD-S· 2021-04-29
21.4
best: 40 (HOR)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
1 Image, 2*2 StitchionHO-3D v2
PA-MPJPE· 2021-04-29
10.8
best: 12 (HOR)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639
1 Image, 2*2 StitchionHO-3D v2
ST-MPJPE· 2021-04-29
25.7
best: 36.9 (PCTHO)
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation arXiv:2104.14639