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Models/UDP-Pose-PSA(384x288)

UDP-Pose-PSA(384x288)

Reported on 21 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 Vision7 results

Pose EstimationonCOCO test-dev
AP· 2021-07-02
79.5
best: 81.1 (ViTPose (ViTAE-G, ensemble))
SOTA
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
Pose EstimationonCOCO (Common Objects in Context)
Validation AP· 2021-07-02
79.5
best: 82.2 (Sapiens-2B)
SOTA
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
Pose EstimationonCOCO test-dev
AP50· 2021-07-02
93.6
best: 95 (ViTPose (ViTAE-G, ensemble))
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
Pose EstimationonCOCO test-dev
AP75· 2021-07-02
85.9
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
Pose EstimationonCOCO test-dev
APL· 2021-07-02
84.3
best: 86.5 (PoseBH-H)
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
Pose EstimationonCOCO test-dev
APM· 2021-07-02
76.3
best: 83.8 (4xRSN-50 (ensemble))
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
Pose EstimationonCOCO test-dev
AR· 2021-07-02
81.9
best: 88.2 (Simple Pose)
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782

Methodology7 results

3DonCOCO test-dev
AP· 2021-07-02
79.5
best: 81.1 (ViTPose (ViTAE-G, ensemble))
SOTA
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
3DonCOCO (Common Objects in Context)
Validation AP· 2021-07-02
79.5
best: 82.2 (Sapiens-2B)
SOTA
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
3DonCOCO test-dev
AP50· 2021-07-02
93.6
best: 95 (ViTPose (ViTAE-G, ensemble))
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
3DonCOCO test-dev
AP75· 2021-07-02
85.9
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
3DonCOCO test-dev
APL· 2021-07-02
84.3
best: 86.5 (PoseBH-H)
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
3DonCOCO test-dev
APM· 2021-07-02
76.3
best: 83.8 (4xRSN-50 (ensemble))
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
3DonCOCO test-dev
AR· 2021-07-02
81.9
best: 88.2 (Simple Pose)
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782

Audio7 results

1 Image, 2*2 StitchionCOCO test-dev
AP· 2021-07-02
79.5
best: 81.1 (ViTPose (ViTAE-G, ensemble))
SOTA
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
Validation AP· 2021-07-02
79.5
best: 82.2 (Sapiens-2B)
SOTA
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
1 Image, 2*2 StitchionCOCO test-dev
AP50· 2021-07-02
93.6
best: 95 (ViTPose (ViTAE-G, ensemble))
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
1 Image, 2*2 StitchionCOCO test-dev
AP75· 2021-07-02
85.9
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
1 Image, 2*2 StitchionCOCO test-dev
APL· 2021-07-02
84.3
best: 86.5 (PoseBH-H)
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
1 Image, 2*2 StitchionCOCO test-dev
APM· 2021-07-02
76.3
best: 83.8 (4xRSN-50 (ensemble))
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782
1 Image, 2*2 StitchionCOCO test-dev
AR· 2021-07-02
81.9
best: 88.2 (Simple Pose)
Polarized Self-Attention: Towards High-quality Pixel-wise Regression arXiv:2107.00782