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Models/TFPose (ND=6 ResNet-50)

TFPose (ND=6 ResNet-50)

Reported on 15 benchmarks across 3 tasks · 1 paper

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

Computer Vision5 results

  • Pose EstimationonCOCO test-dev
    AP· 2021-03-29
    72.2
    best: 81.1 (ViTPose (ViTAE-G, ensemble))
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320
  • Pose EstimationonCOCO test-dev
    AP50· 2021-03-29
    90.9
    best: 95 (ViTPose (ViTAE-G, ensemble))
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320
  • Pose EstimationonCOCO test-dev
    AP75· 2021-03-29
    80.1
    best: 88.2 (ViTPose (ViTAE-G, ensemble))
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320
  • Pose EstimationonCOCO test-dev
    APL· 2021-03-29
    78.8
    best: 86.5 (PoseBH-H)
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320
  • Pose EstimationonCOCO test-dev
    APM· 2021-03-29
    69.1
    best: 83.8 (4xRSN-50 (ensemble))
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320

Methodology5 results

  • 3DonCOCO test-dev
    AP· 2021-03-29
    72.2
    best: 81.1 (ViTPose (ViTAE-G, ensemble))
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320
  • 3DonCOCO test-dev
    AP50· 2021-03-29
    90.9
    best: 95 (ViTPose (ViTAE-G, ensemble))
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320
  • 3DonCOCO test-dev
    AP75· 2021-03-29
    80.1
    best: 88.2 (ViTPose (ViTAE-G, ensemble))
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320
  • 3DonCOCO test-dev
    APL· 2021-03-29
    78.8
    best: 86.5 (PoseBH-H)
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320
  • 3DonCOCO test-dev
    APM· 2021-03-29
    69.1
    best: 83.8 (4xRSN-50 (ensemble))
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320

Audio5 results

  • 1 Image, 2*2 StitchionCOCO test-dev
    AP· 2021-03-29
    72.2
    best: 81.1 (ViTPose (ViTAE-G, ensemble))
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320
  • 1 Image, 2*2 StitchionCOCO test-dev
    AP50· 2021-03-29
    90.9
    best: 95 (ViTPose (ViTAE-G, ensemble))
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320
  • 1 Image, 2*2 StitchionCOCO test-dev
    AP75· 2021-03-29
    80.1
    best: 88.2 (ViTPose (ViTAE-G, ensemble))
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320
  • 1 Image, 2*2 StitchionCOCO test-dev
    APL· 2021-03-29
    78.8
    best: 86.5 (PoseBH-H)
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320
  • 1 Image, 2*2 StitchionCOCO test-dev
    APM· 2021-03-29
    69.1
    best: 83.8 (4xRSN-50 (ensemble))
    TFPose: Direct Human Pose Estimation with TransformersarXiv:2103.15320