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Models/Kinetic-GAN

Kinetic-GAN

Reported on 20 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Robots10 results

  • Activity RecognitiononNTU RGB+D
    FID (CS)· 2021-10-21
    3.618
    SOTA
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Activity RecognitiononNTU RGB+D
    FID (CV)· 2021-10-21
    4.235
    SOTA
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Activity RecognitiononNTU RGB+D 120
    FID (CS)· 2021-10-21
    5.967
    SOTA
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Activity RecognitiononNTU RGB+D 120
    FID (CV)· 2021-10-21
    6.751
    SOTA
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Activity RecognitiononNTU RGB+D 2D
    MMDa (CS)· 2021-10-21
    0.256
    best: 0.698 (SkeletonGAN)
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Activity RecognitiononNTU RGB+D 2D
    MMDa (CV)· 2021-10-21
    0.295
    best: 0.999 (SkeletonGAN)
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Activity RecognitiononNTU RGB+D 2D
    MMDs (CS)· 2021-10-21
    0.273
    best: 0.788 (SkeletonGAN)
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Activity RecognitiononNTU RGB+D 2D
    MMDs (CV)· 2021-10-21
    0.31
    best: 1.311 (SkeletonGAN)
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Activity RecognitiononHuman3.6M
    MMDa· 2021-10-21
    0.071
    best: 0.419 (Deep Video Generation, Prediction and Completion of Human Action Sequences)
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Activity RecognitiononHuman3.6M
    MMDs· 2021-10-21
    0.082
    best: 0.436 (Deep Video Generation, Prediction and Completion of Human Action Sequences)
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191

Computer Vision10 results

  • Human action generationonNTU RGB+D
    FID (CS)· 2021-10-21
    3.618
    SOTA
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Human action generationonNTU RGB+D
    FID (CV)· 2021-10-21
    4.235
    SOTA
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Human action generationonNTU RGB+D 120
    FID (CS)· 2021-10-21
    5.967
    SOTA
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Human action generationonNTU RGB+D 120
    FID (CV)· 2021-10-21
    6.751
    SOTA
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Human action generationonNTU RGB+D 2D
    MMDa (CS)· 2021-10-21
    0.256
    best: 0.698 (SkeletonGAN)
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Human action generationonNTU RGB+D 2D
    MMDa (CV)· 2021-10-21
    0.295
    best: 0.999 (SkeletonGAN)
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Human action generationonNTU RGB+D 2D
    MMDs (CS)· 2021-10-21
    0.273
    best: 0.788 (SkeletonGAN)
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Human action generationonNTU RGB+D 2D
    MMDs (CV)· 2021-10-21
    0.31
    best: 1.311 (SkeletonGAN)
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Human action generationonHuman3.6M
    MMDa· 2021-10-21
    0.071
    best: 0.419 (Deep Video Generation, Prediction and Completion of Human Action Sequences)
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191
  • Human action generationonHuman3.6M
    MMDs· 2021-10-21
    0.082
    best: 0.436 (Deep Video Generation, Prediction and Completion of Human Action Sequences)
    Generative Adversarial Graph Convolutional Networks for Human Action SynthesisarXiv:2110.11191