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Models/NUWA

NUWA

Reported on 11 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.

Natural Language Processing7 results

  • Text-to-Video GenerationonMSR-VTT
    CLIP-FID· 2021-11-24
    47.68
    best: 8.48 (Snap Video (288×288))
    SOTA
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417
  • Text-to-Video GenerationonMSR-VTT
    CLIPSIM· 2021-11-24
    0.2439
    best: 0.3125 (PixelDance)
    SOTA
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417
  • Text-to-Video GenerationonMSR-VTT
    FID· 2021-11-24
    47.68
    best: 8.19 (TF-T2V)
    SOTA
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417
  • Video GenerationonBAIR Robot Pushing
    Cond· uses extra data· 2021-11-24
    1
    best: 4 (MoCoGAN)
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417
  • Video GenerationonBAIR Robot Pushing
    FVD score· uses extra data· 2021-11-24
    86.9
    best: 503 (MoCoGAN)
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417
  • Video GenerationonBAIR Robot Pushing
    Pred· uses extra data· 2021-11-24
    15
    best: 28 (MCVD : c2t5p28)
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417
  • Video GenerationonBAIR Robot Pushing
    Train· uses extra data· 2021-11-24
    15
    best: 20 (RaMViD)
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417

Computer Vision4 results

  • VideoonBAIR Robot Pushing
    Cond· uses extra data· 2021-11-24
    1
    best: 4 (MoCoGAN)
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417
  • VideoonBAIR Robot Pushing
    FVD score· uses extra data· 2021-11-24
    86.9
    best: 503 (MoCoGAN)
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417
  • VideoonBAIR Robot Pushing
    Pred· uses extra data· 2021-11-24
    15
    best: 28 (MCVD : c2t5p28)
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417
  • VideoonBAIR Robot Pushing
    Train· uses extra data· 2021-11-24
    15
    best: 20 (RaMViD)
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417