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Models/METRO

METRO

Reported on 126 benchmarks across 6 tasks · 1 paper · 36 SOTA

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

Computer Vision63 results

HandonFreiHAND
PA-F@15mm· 2020-12-17
0.984
best: 0.993 (ExtPose)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonFreiHAND
PA-F@5mm· 2020-12-17
0.731
best: 0.825 (WiLoR)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) All· 2020-12-17
13.2
best: 46.9 (HaMeR*)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHO-3D v2
AUC_J· 2020-12-17
0.792
best: 0.863 (ExtPose (T=16))
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHO-3D v2
F@15mm· 2020-12-17
0.946
best: 0.991 (ExtPose (T=16))
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonDexYCB
Procrustes-Aligned MPJPE· 2020-12-17
6.99
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonFreiHAND
PA-F@15mm· 2020-12-17
0.984
best: 0.993 (ExtPose)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonFreiHAND
PA-F@5mm· 2020-12-17
0.731
best: 0.825 (WiLoR)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) All· 2020-12-17
13.2
best: 46.9 (HaMeR*)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHO-3D v2
AUC_J· 2020-12-17
0.792
best: 0.863 (ExtPose (T=16))
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHO-3D v2
F@15mm· 2020-12-17
0.946
best: 0.991 (ExtPose (T=16))
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonDexYCB
Procrustes-Aligned MPJPE· 2020-12-17
6.99
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonFreiHAND
PA-F@15mm· 2020-12-17
0.984
best: 0.993 (ExtPose)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonFreiHAND
PA-F@5mm· 2020-12-17
0.731
best: 0.825 (WiLoR)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) All· 2020-12-17
13.2
best: 46.9 (HaMeR*)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHO-3D v2
AUC_J· 2020-12-17
0.792
best: 0.863 (ExtPose (T=16))
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHO-3D v2
F@15mm· 2020-12-17
0.946
best: 0.991 (ExtPose (T=16))
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonDexYCB
Procrustes-Aligned MPJPE· 2020-12-17
6.99
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonFreiHAND
PA-MPJPE· 2020-12-17
6.5
best: 15.7 (DetNet)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonFreiHAND
PA-MPVPE· 2020-12-17
6.3
best: 13.2 (Hasson et al.)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) Occ· 2020-12-17
8.1
best: 33.1 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) Visible· 2020-12-17
15.8
best: 59.3 (MaskHand)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHInt: Hand Interactions in the wild
PCK@0.05 (New Days) All· 2020-12-17
14.7
best: 59.6 (ExtPose*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHInt: Hand Interactions in the wild
PCK@0.05 (NewDays) Occ· 2020-12-17
7
best: 33.2 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHInt: Hand Interactions in the wild
PCK@0.05 (NewDays) Visible· 2020-12-17
19.2
best: 62.9 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) All· 2020-12-17
16.8
best: 61.1 (ExtPose*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) Occ· 2020-12-17
10.2
best: 42.6 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) Visible· 2020-12-17
19.7
best: 66.5 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHO-3D v2
AUC_V· 2020-12-17
0.779
best: 0.856 (ExtPose (T=16))
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHO-3D v2
F@5mm· 2020-12-17
0.484
best: 0.667 (ExtPose (T=16))
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHO-3D v2
PA-MPJPE (mm)· 2020-12-17
10.4
best: 12.5 (Pose2Mesh)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonHO-3D v2
PA-MPVPE· 2020-12-17
11.1
best: 13.9 (I2L-MeshNet)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
HandonDexYCB
Average MPJPE (mm)· 2020-12-17
15.2
best: 19 (AlignSDF)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonFreiHAND
PA-MPJPE· 2020-12-17
6.5
best: 15.7 (DetNet)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonFreiHAND
PA-MPVPE· 2020-12-17
6.3
best: 13.2 (Hasson et al.)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) Occ· 2020-12-17
8.1
best: 33.1 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) Visible· 2020-12-17
15.8
best: 59.3 (MaskHand)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (New Days) All· 2020-12-17
14.7
best: 59.6 (ExtPose*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (NewDays) Occ· 2020-12-17
7
best: 33.2 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (NewDays) Visible· 2020-12-17
19.2
best: 62.9 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) All· 2020-12-17
16.8
best: 61.1 (ExtPose*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) Occ· 2020-12-17
10.2
best: 42.6 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) Visible· 2020-12-17
19.7
best: 66.5 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHO-3D v2
AUC_V· 2020-12-17
0.779
best: 0.856 (ExtPose (T=16))
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHO-3D v2
F@5mm· 2020-12-17
0.484
best: 0.667 (ExtPose (T=16))
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2020-12-17
10.4
best: 12.5 (Pose2Mesh)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonHO-3D v2
PA-MPVPE· 2020-12-17
11.1
best: 13.9 (I2L-MeshNet)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Pose EstimationonDexYCB
Average MPJPE (mm)· 2020-12-17
15.2
best: 19 (AlignSDF)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonFreiHAND
PA-MPJPE· 2020-12-17
6.5
best: 15.7 (DetNet)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonFreiHAND
PA-MPVPE· 2020-12-17
6.3
best: 13.2 (Hasson et al.)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) Occ· 2020-12-17
8.1
best: 33.1 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) Visible· 2020-12-17
15.8
best: 59.3 (MaskHand)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (New Days) All· 2020-12-17
14.7
best: 59.6 (ExtPose*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (NewDays) Occ· 2020-12-17
7
best: 33.2 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (NewDays) Visible· 2020-12-17
19.2
best: 62.9 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) All· 2020-12-17
16.8
best: 61.1 (ExtPose*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) Occ· 2020-12-17
10.2
best: 42.6 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) Visible· 2020-12-17
19.7
best: 66.5 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHO-3D v2
AUC_V· 2020-12-17
0.779
best: 0.856 (ExtPose (T=16))
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHO-3D v2
F@5mm· 2020-12-17
0.484
best: 0.667 (ExtPose (T=16))
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2020-12-17
10.4
best: 12.5 (Pose2Mesh)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonHO-3D v2
PA-MPVPE· 2020-12-17
11.1
best: 13.9 (I2L-MeshNet)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3D Hand Pose EstimationonDexYCB
Average MPJPE (mm)· 2020-12-17
15.2
best: 19 (AlignSDF)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760

Graphs21 results

Hand Pose EstimationonFreiHAND
PA-F@15mm· 2020-12-17
0.984
best: 0.993 (ExtPose)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonFreiHAND
PA-F@5mm· 2020-12-17
0.731
best: 0.825 (WiLoR)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) All· 2020-12-17
13.2
best: 46.9 (HaMeR*)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHO-3D v2
AUC_J· 2020-12-17
0.792
best: 0.863 (ExtPose (T=16))
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHO-3D v2
F@15mm· 2020-12-17
0.946
best: 0.991 (ExtPose (T=16))
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonDexYCB
Procrustes-Aligned MPJPE· 2020-12-17
6.99
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonFreiHAND
PA-MPJPE· 2020-12-17
6.5
best: 15.7 (DetNet)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonFreiHAND
PA-MPVPE· 2020-12-17
6.3
best: 13.2 (Hasson et al.)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) Occ· 2020-12-17
8.1
best: 33.1 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) Visible· 2020-12-17
15.8
best: 59.3 (MaskHand)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (New Days) All· 2020-12-17
14.7
best: 59.6 (ExtPose*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (NewDays) Occ· 2020-12-17
7
best: 33.2 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (NewDays) Visible· 2020-12-17
19.2
best: 62.9 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) All· 2020-12-17
16.8
best: 61.1 (ExtPose*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) Occ· 2020-12-17
10.2
best: 42.6 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) Visible· 2020-12-17
19.7
best: 66.5 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHO-3D v2
AUC_V· 2020-12-17
0.779
best: 0.856 (ExtPose (T=16))
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHO-3D v2
F@5mm· 2020-12-17
0.484
best: 0.667 (ExtPose (T=16))
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2020-12-17
10.4
best: 12.5 (Pose2Mesh)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonHO-3D v2
PA-MPVPE· 2020-12-17
11.1
best: 13.9 (I2L-MeshNet)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
Hand Pose EstimationonDexYCB
Average MPJPE (mm)· 2020-12-17
15.2
best: 19 (AlignSDF)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760

Methodology21 results

3DonFreiHAND
PA-F@15mm· 2020-12-17
0.984
best: 0.993 (ExtPose)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonFreiHAND
PA-F@5mm· 2020-12-17
0.731
best: 0.825 (WiLoR)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) All· 2020-12-17
13.2
best: 46.9 (HaMeR*)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHO-3D v2
AUC_J· 2020-12-17
0.792
best: 0.863 (ExtPose (T=16))
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHO-3D v2
F@15mm· 2020-12-17
0.946
best: 0.991 (ExtPose (T=16))
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonDexYCB
Procrustes-Aligned MPJPE· 2020-12-17
6.99
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonFreiHAND
PA-MPJPE· 2020-12-17
6.5
best: 15.7 (DetNet)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonFreiHAND
PA-MPVPE· 2020-12-17
6.3
best: 13.2 (Hasson et al.)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) Occ· 2020-12-17
8.1
best: 33.1 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) Visible· 2020-12-17
15.8
best: 59.3 (MaskHand)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHInt: Hand Interactions in the wild
PCK@0.05 (New Days) All· 2020-12-17
14.7
best: 59.6 (ExtPose*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHInt: Hand Interactions in the wild
PCK@0.05 (NewDays) Occ· 2020-12-17
7
best: 33.2 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHInt: Hand Interactions in the wild
PCK@0.05 (NewDays) Visible· 2020-12-17
19.2
best: 62.9 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) All· 2020-12-17
16.8
best: 61.1 (ExtPose*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) Occ· 2020-12-17
10.2
best: 42.6 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) Visible· 2020-12-17
19.7
best: 66.5 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHO-3D v2
AUC_V· 2020-12-17
0.779
best: 0.856 (ExtPose (T=16))
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHO-3D v2
F@5mm· 2020-12-17
0.484
best: 0.667 (ExtPose (T=16))
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHO-3D v2
PA-MPJPE (mm)· 2020-12-17
10.4
best: 12.5 (Pose2Mesh)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonHO-3D v2
PA-MPVPE· 2020-12-17
11.1
best: 13.9 (I2L-MeshNet)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
3DonDexYCB
Average MPJPE (mm)· 2020-12-17
15.2
best: 19 (AlignSDF)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760

Audio21 results

1 Image, 2*2 StitchionFreiHAND
PA-F@15mm· 2020-12-17
0.984
best: 0.993 (ExtPose)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionFreiHAND
PA-F@5mm· 2020-12-17
0.731
best: 0.825 (WiLoR)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) All· 2020-12-17
13.2
best: 46.9 (HaMeR*)
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHO-3D v2
AUC_J· 2020-12-17
0.792
best: 0.863 (ExtPose (T=16))
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHO-3D v2
F@15mm· 2020-12-17
0.946
best: 0.991 (ExtPose (T=16))
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionDexYCB
Procrustes-Aligned MPJPE· 2020-12-17
6.99
SOTA
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionFreiHAND
PA-MPJPE· 2020-12-17
6.5
best: 15.7 (DetNet)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionFreiHAND
PA-MPVPE· 2020-12-17
6.3
best: 13.2 (Hasson et al.)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) Occ· 2020-12-17
8.1
best: 33.1 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
PCK@0.05 (Ego4D) Visible· 2020-12-17
15.8
best: 59.3 (MaskHand)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
PCK@0.05 (New Days) All· 2020-12-17
14.7
best: 59.6 (ExtPose*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
PCK@0.05 (NewDays) Occ· 2020-12-17
7
best: 33.2 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
PCK@0.05 (NewDays) Visible· 2020-12-17
19.2
best: 62.9 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) All· 2020-12-17
16.8
best: 61.1 (ExtPose*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) Occ· 2020-12-17
10.2
best: 42.6 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
PCK@0.05 (VISOR) Visible· 2020-12-17
19.7
best: 66.5 (HaMeR*)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHO-3D v2
AUC_V· 2020-12-17
0.779
best: 0.856 (ExtPose (T=16))
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHO-3D v2
F@5mm· 2020-12-17
0.484
best: 0.667 (ExtPose (T=16))
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHO-3D v2
PA-MPJPE (mm)· 2020-12-17
10.4
best: 12.5 (Pose2Mesh)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionHO-3D v2
PA-MPVPE· 2020-12-17
11.1
best: 13.9 (I2L-MeshNet)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760
1 Image, 2*2 StitchionDexYCB
Average MPJPE (mm)· 2020-12-17
15.2
best: 19 (AlignSDF)
End-to-End Human Pose and Mesh Reconstruction with Transformers arXiv:2012.09760