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Models/TIPSy-GAN (GT)

TIPSy-GAN (GT)

Reported on 8 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 Vision4 results

  • 3D Human Pose EstimationonMPI-INF-3DHP
    AUC· 2022-05-12
    48.8
    best: 87.7 (TCPFormer (T=81))
    "Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose EstimationarXiv:2205.05980
  • 3D Human Pose EstimationonMPI-INF-3DHP
    PCK· 2022-05-12
    78
    best: 99.37 (LMT R152 384x384)
    "Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose EstimationarXiv:2205.05980
  • Pose EstimationonMPI-INF-3DHP
    AUC· 2022-05-12
    48.8
    best: 87.7 (TCPFormer (T=81))
    "Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose EstimationarXiv:2205.05980
  • Pose EstimationonMPI-INF-3DHP
    PCK· 2022-05-12
    78
    best: 99.37 (LMT R152 384x384)
    "Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose EstimationarXiv:2205.05980

Methodology2 results

  • 3DonMPI-INF-3DHP
    AUC· 2022-05-12
    48.8
    best: 87.7 (TCPFormer (T=81))
    "Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose EstimationarXiv:2205.05980
  • 3DonMPI-INF-3DHP
    PCK· 2022-05-12
    78
    best: 99.37 (LMT R152 384x384)
    "Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose EstimationarXiv:2205.05980

Audio2 results

  • 1 Image, 2*2 StitchionMPI-INF-3DHP
    AUC· 2022-05-12
    48.8
    best: 87.7 (TCPFormer (T=81))
    "Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose EstimationarXiv:2205.05980
  • 1 Image, 2*2 StitchionMPI-INF-3DHP
    PCK· 2022-05-12
    78
    best: 99.37 (LMT R152 384x384)
    "Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose EstimationarXiv:2205.05980