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Models/AnyPose1

AnyPose1

Reported on 12 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Computer Vision4 results

Pose EstimationonHuman3.6M
Average MPJPE (mm) @ 1000 ms· 2023-09-09
128.2
best: 149.2 (Forecast LSTM)
SOTA
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations arXiv:2309.04840
Pose EstimationonHuman3.6M
Average MPJPE (mm) @ 400ms· 2023-09-09
80.6
best: 80.8 (Forecast LSTM)
SOTA
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations arXiv:2309.04840
Pose EstimationonAMASS
Average MPJPE (mm) 1000 msec· 2023-09-09
91.7
best: 45.5 (STS-GCN)
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations arXiv:2309.04840
Pose Estimationon3DPW
Average MPJPE (mm) 1000 msec· 2023-09-09
84.4
best: 42.3 (STS-GCN)
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations arXiv:2309.04840

Methodology4 results

3DonHuman3.6M
Average MPJPE (mm) @ 1000 ms· 2023-09-09
128.2
best: 149.2 (Forecast LSTM)
SOTA
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations arXiv:2309.04840
3DonHuman3.6M
Average MPJPE (mm) @ 400ms· 2023-09-09
80.6
best: 80.8 (Forecast LSTM)
SOTA
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations arXiv:2309.04840
3DonAMASS
Average MPJPE (mm) 1000 msec· 2023-09-09
91.7
best: 45.5 (STS-GCN)
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations arXiv:2309.04840
3Don3DPW
Average MPJPE (mm) 1000 msec· 2023-09-09
84.4
best: 42.3 (STS-GCN)
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations arXiv:2309.04840

Audio4 results

1 Image, 2*2 StitchionHuman3.6M
Average MPJPE (mm) @ 1000 ms· 2023-09-09
128.2
best: 149.2 (Forecast LSTM)
SOTA
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations arXiv:2309.04840
1 Image, 2*2 StitchionHuman3.6M
Average MPJPE (mm) @ 400ms· 2023-09-09
80.6
best: 80.8 (Forecast LSTM)
SOTA
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations arXiv:2309.04840
1 Image, 2*2 StitchionAMASS
Average MPJPE (mm) 1000 msec· 2023-09-09
91.7
best: 45.5 (STS-GCN)
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations arXiv:2309.04840
1 Image, 2*2 Stitchion3DPW
Average MPJPE (mm) 1000 msec· 2023-09-09
84.4
best: 42.3 (STS-GCN)
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations arXiv:2309.04840