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Models/GMVAE

GMVAE

Reported on 24 benchmarks across 3 tasks · 1 paper · 24 SOTA

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

Computer Vision8 results

  • Pose EstimationonHuman3.6M
    ADE· 2016-11-08
    461
    best: 858 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • Pose EstimationonHuman3.6M
    APD· 2016-11-08
    6769
    best: 19466 (TCD)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • Pose EstimationonHuman3.6M
    FDE· 2016-11-08
    555
    best: 867 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • Pose EstimationonHuman3.6M
    MMADE· 2016-11-08
    524
    best: 847 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • Pose EstimationonHuman3.6M
    MMFDE· 2016-11-08
    566
    best: 883 (MT-VAE)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • Pose EstimationonHumanEva-I
    ADE@2000ms· 2016-11-08
    305
    best: 772 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • Pose EstimationonHumanEva-I
    APD@2000ms· 2016-11-08
    2443
    best: 6764 (TCD)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • Pose EstimationonHumanEva-I
    FDE@2000ms· 2016-11-08
    345
    best: 749 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648

Methodology8 results

  • 3DonHuman3.6M
    ADE· 2016-11-08
    461
    best: 858 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • 3DonHuman3.6M
    APD· 2016-11-08
    6769
    best: 19466 (TCD)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • 3DonHuman3.6M
    FDE· 2016-11-08
    555
    best: 867 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • 3DonHuman3.6M
    MMADE· 2016-11-08
    524
    best: 847 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • 3DonHuman3.6M
    MMFDE· 2016-11-08
    566
    best: 883 (MT-VAE)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • 3DonHumanEva-I
    ADE@2000ms· 2016-11-08
    305
    best: 772 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • 3DonHumanEva-I
    APD@2000ms· 2016-11-08
    2443
    best: 6764 (TCD)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • 3DonHumanEva-I
    FDE@2000ms· 2016-11-08
    345
    best: 749 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648

Audio8 results

  • 1 Image, 2*2 StitchionHuman3.6M
    ADE· 2016-11-08
    461
    best: 858 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • 1 Image, 2*2 StitchionHuman3.6M
    APD· 2016-11-08
    6769
    best: 19466 (TCD)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • 1 Image, 2*2 StitchionHuman3.6M
    FDE· 2016-11-08
    555
    best: 867 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • 1 Image, 2*2 StitchionHuman3.6M
    MMADE· 2016-11-08
    524
    best: 847 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • 1 Image, 2*2 StitchionHuman3.6M
    MMFDE· 2016-11-08
    566
    best: 883 (MT-VAE)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • 1 Image, 2*2 StitchionHumanEva-I
    ADE@2000ms· 2016-11-08
    305
    best: 772 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • 1 Image, 2*2 StitchionHumanEva-I
    APD@2000ms· 2016-11-08
    2443
    best: 6764 (TCD)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648
  • 1 Image, 2*2 StitchionHumanEva-I
    FDE@2000ms· 2016-11-08
    345
    best: 749 (HP-GAN)
    SOTA
    Deep Unsupervised Clustering with Gaussian Mixture Variational AutoencodersarXiv:1611.02648