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Models/BoM

BoM

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

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

Computer Vision8 results

  • Pose EstimationonHumanEva-I
    APD@2000ms· 2018-06-20
    2846
    best: 6764 (TCD)
    SOTA
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • Pose EstimationonHuman3.6M
    ADE· 2018-06-20
    448
    best: 858 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • Pose EstimationonHuman3.6M
    APD· 2018-06-20
    6265
    best: 19466 (TCD)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • Pose EstimationonHuman3.6M
    FDE· 2018-06-20
    533
    best: 867 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • Pose EstimationonHuman3.6M
    MMADE· 2018-06-20
    514
    best: 847 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • Pose EstimationonHuman3.6M
    MMFDE· 2018-06-20
    544
    best: 883 (MT-VAE)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • Pose EstimationonHumanEva-I
    ADE@2000ms· 2018-06-20
    271
    best: 772 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • Pose EstimationonHumanEva-I
    FDE@2000ms· 2018-06-20
    279
    best: 749 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772

Methodology8 results

  • 3DonHumanEva-I
    APD@2000ms· 2018-06-20
    2846
    best: 6764 (TCD)
    SOTA
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • 3DonHuman3.6M
    ADE· 2018-06-20
    448
    best: 858 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • 3DonHuman3.6M
    APD· 2018-06-20
    6265
    best: 19466 (TCD)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • 3DonHuman3.6M
    FDE· 2018-06-20
    533
    best: 867 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • 3DonHuman3.6M
    MMADE· 2018-06-20
    514
    best: 847 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • 3DonHuman3.6M
    MMFDE· 2018-06-20
    544
    best: 883 (MT-VAE)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • 3DonHumanEva-I
    ADE@2000ms· 2018-06-20
    271
    best: 772 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • 3DonHumanEva-I
    FDE@2000ms· 2018-06-20
    279
    best: 749 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772

Audio8 results

  • 1 Image, 2*2 StitchionHumanEva-I
    APD@2000ms· 2018-06-20
    2846
    best: 6764 (TCD)
    SOTA
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • 1 Image, 2*2 StitchionHuman3.6M
    ADE· 2018-06-20
    448
    best: 858 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • 1 Image, 2*2 StitchionHuman3.6M
    APD· 2018-06-20
    6265
    best: 19466 (TCD)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • 1 Image, 2*2 StitchionHuman3.6M
    FDE· 2018-06-20
    533
    best: 867 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • 1 Image, 2*2 StitchionHuman3.6M
    MMADE· 2018-06-20
    514
    best: 847 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • 1 Image, 2*2 StitchionHuman3.6M
    MMFDE· 2018-06-20
    544
    best: 883 (MT-VAE)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • 1 Image, 2*2 StitchionHumanEva-I
    ADE@2000ms· 2018-06-20
    271
    best: 772 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772
  • 1 Image, 2*2 StitchionHumanEva-I
    FDE@2000ms· 2018-06-20
    279
    best: 749 (HP-GAN)
    Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample ObjectivearXiv:1806.07772