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Models/RTPCA

RTPCA

Reported on 16 benchmarks across 4 tasks · 1 paper

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

Computer Vision8 results

3D Human Pose EstimationonHumanEva-I
Mean Reconstruction Error (mm)· 2023-09-04
19.1
best: 9.2 (GLA-GCN (T=27, GT))
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365
3D Human Pose EstimationonMPI-INF-3DHP
AUC· 2023-09-04
74.2
best: 87.7 (TCPFormer (T=81))
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365
3D Human Pose EstimationonMPI-INF-3DHP
MPJPE· 2023-09-04
40.5
best: 124.7 (VNect (Augm.))
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365
3D Human Pose EstimationonMPI-INF-3DHP
PCK· 2023-09-04
98.8
best: 99.37 (LMT R152 384x384)
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365
Pose EstimationonHumanEva-I
Mean Reconstruction Error (mm)· 2023-09-04
19.1
best: 9.2 (GLA-GCN (T=27, GT))
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365
Pose EstimationonMPI-INF-3DHP
AUC· 2023-09-04
74.2
best: 87.7 (TCPFormer (T=81))
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365
Pose EstimationonMPI-INF-3DHP
MPJPE· 2023-09-04
40.5
best: 124.7 (VNect (Augm.))
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365
Pose EstimationonMPI-INF-3DHP
PCK· 2023-09-04
98.8
best: 99.37 (LMT R152 384x384)
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365

Methodology4 results

3DonHumanEva-I
Mean Reconstruction Error (mm)· 2023-09-04
19.1
best: 9.2 (GLA-GCN (T=27, GT))
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365
3DonMPI-INF-3DHP
AUC· 2023-09-04
74.2
best: 87.7 (TCPFormer (T=81))
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365
3DonMPI-INF-3DHP
MPJPE· 2023-09-04
40.5
best: 124.7 (VNect (Augm.))
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365
3DonMPI-INF-3DHP
PCK· 2023-09-04
98.8
best: 99.37 (LMT R152 384x384)
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365

Audio4 results

1 Image, 2*2 StitchionHumanEva-I
Mean Reconstruction Error (mm)· 2023-09-04
19.1
best: 9.2 (GLA-GCN (T=27, GT))
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365
1 Image, 2*2 StitchionMPI-INF-3DHP
AUC· 2023-09-04
74.2
best: 87.7 (TCPFormer (T=81))
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365
1 Image, 2*2 StitchionMPI-INF-3DHP
MPJPE· 2023-09-04
40.5
best: 124.7 (VNect (Augm.))
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365
1 Image, 2*2 StitchionMPI-INF-3DHP
PCK· 2023-09-04
98.8
best: 99.37 (LMT R152 384x384)
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation arXiv:2309.01365