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Models/TGAN-F

TGAN-F

Reported on 8 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Computer Vision4 results

  • VideoonUCF-101 16 frames, Unconditional, Single GPU
    Inception Score· 2019-12-18
    22.91
    SOTA
    Lower Dimensional Kernels for Video DiscriminatorsarXiv:1912.08860
  • VideoonUCF-101 16 frames, 64x64, Unconditional
    FID· 2019-12-18
    8943
    best: 295 (Video Diffusion Model)
    SOTA
    Lower Dimensional Kernels for Video DiscriminatorsarXiv:1912.08860
  • VideoonUCF-101 16 frames, 64x64, Unconditional
    Inception Score· 2019-12-18
    13.62
    best: 57 (Video Diffusion Model)
    SOTA
    Lower Dimensional Kernels for Video DiscriminatorsarXiv:1912.08860
  • VideoonUCF-101 16 frames, 128x128, Unconditional
    Inception Score· 2019-12-18
    22.91
    best: 28.87 (TGANv2 (2020))
    Lower Dimensional Kernels for Video DiscriminatorsarXiv:1912.08860

Natural Language Processing4 results

  • Video GenerationonUCF-101 16 frames, Unconditional, Single GPU
    Inception Score· 2019-12-18
    22.91
    SOTA
    Lower Dimensional Kernels for Video DiscriminatorsarXiv:1912.08860
  • Video GenerationonUCF-101 16 frames, 64x64, Unconditional
    FID· 2019-12-18
    8943
    best: 295 (Video Diffusion Model)
    SOTA
    Lower Dimensional Kernels for Video DiscriminatorsarXiv:1912.08860
  • Video GenerationonUCF-101 16 frames, 64x64, Unconditional
    Inception Score· 2019-12-18
    13.62
    best: 57 (Video Diffusion Model)
    SOTA
    Lower Dimensional Kernels for Video DiscriminatorsarXiv:1912.08860
  • Video GenerationonUCF-101 16 frames, 128x128, Unconditional
    Inception Score· 2019-12-18
    22.91
    best: 28.87 (TGANv2 (2020))
    Lower Dimensional Kernels for Video DiscriminatorsarXiv:1912.08860