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TotalCapture

Benchmarks

Task NameDataset NameSOTA ResultTrend
3D Human Pose EstimationTotalCapture (Seen Cameras (1,3,5,7), Unseen Subjects (S4, S5))
W2 Error25.8
17
3D Human Pose EstimationTotalCapture (Seen Cameras (1,3,5,7), Seen Subjects (S1, S2, S3))
W29.3
17
Human Activity RecognitionTotalCapture
Accuracy72
16
3D Human Pose EstimationTotalCapture (Unseen Cameras (2,4,6,8), Overall)
MPJPE27
16
3D Human Pose EstimationTotalCapture (Unseen Cameras (2,4,6,8), Unseen Subjects (S4, S5))
Error Metric W229.2
16
3D Human Pose EstimationTotalCapture (Unseen Cameras (2,4,6,8), Seen Subjects (S1, S2))
W213.9
16
Sparse-sensor motion captureTotalCapture
PE (Procrustes Error)3.07
8
Temporal SynchronizationTotalCapture (test)
MAE0.05
7
3D Human Pose EstimationTotalCapture (Unseen Subjects (S4, S5))
W2 Error21.8
7
3D Human Pose EstimationTotalCapture (Seen Subjects (S1, S2, S3))
W2 Error13
7
Rotation and Mesh ReconstructionTotalCapture
SIP Error10.76
6
Motion EstimationTotalCapture japan-office synthetic sequences 1.0
MPJPE (Relative)4.13
5
Motion EstimationTotalCapture flood-ground synthetic sequences 1.0
r.MPJPE4.64
5
Video-to-IMU RetrievalTotalCapture (subject-wise split)
R@168
4
IMU-to-Video RetrievalTotalCapture (subject-wise split)
R@187
4
3D Human Pose EstimationTotalCapture
Mean Joint Error (mm)26
4
3D Human Pose EstimationTotalCapture 16 (S4 W2)
MPJPE (mm)45.07
3
3D Human Pose EstimationTotalCapture 16 (S4 A3)
MPJPE (mm)63.41
3
3D Human Pose EstimationTotalCapture 16 (S1 W2)
MPJPE (mm)49.62
3
3D Human Pose EstimationTotalCapture 16 (S1 FS3)
MPJPE (mm)53.29
3
3D Human Pose EstimationTotalCapture 16 (S1 A3)
MPJPE (mm)56.76
3
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