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Models/RSTT-M

RSTT-M

Reported on 10 benchmarks across 3 tasks · 1 paper

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

Computer Vision10 results

  • VideoonVid4 - 4x upscaling
    PSNR· 2022-03-27
    26.37
    best: 31.36 (NeuriCam-net)
    RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-ResolutionarXiv:2203.14186
  • VideoonVid4 - 4x upscaling
    Parameters· 2022-03-27
    6080000
    best: 11100000 (Zooming Slow-Mo)
    RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-ResolutionarXiv:2203.14186
  • VideoonVid4 - 4x upscaling
    SSIM· 2022-03-27
    0.7978
    best: 0.933 (NeuriCam-net)
    RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-ResolutionarXiv:2203.14186
  • Space-time Video Super-resolutiononVimeo90K-Medium
    PSNR· 2022-03-27
    35.62
    best: 36.01 (VRT)
    RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-ResolutionarXiv:2203.14186
  • Space-time Video Super-resolutiononVimeo90K-Medium
    SSIM· 2022-03-27
    0.9377
    best: 0.9434 (VRT)
    RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-ResolutionarXiv:2203.14186
  • Space-time Video Super-resolutiononVimeo90K-Fast
    PSNR· 2022-03-27
    36.78
    best: 36.98 (VRT)
    RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-ResolutionarXiv:2203.14186
  • Space-time Video Super-resolutiononVimeo90K-Fast
    SSIM· 2022-03-27
    0.9401
    best: 0.9439 (VRT)
    RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-ResolutionarXiv:2203.14186
  • Video Frame InterpolationonVid4 - 4x upscaling
    PSNR· 2022-03-27
    26.37
    best: 27.46 (VRT)
    RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-ResolutionarXiv:2203.14186
  • Video Frame InterpolationonVid4 - 4x upscaling
    Parameters· 2022-03-27
    6080000
    best: 11100000 (Zooming Slow-Mo)
    RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-ResolutionarXiv:2203.14186
  • Video Frame InterpolationonVid4 - 4x upscaling
    SSIM· 2022-03-27
    0.7978
    best: 0.8392 (VRT)
    RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-ResolutionarXiv:2203.14186