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Models/DSRNet

DSRNet

Reported on 24 benchmarks across 6 tasks · 2 papers · 16 SOTA

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

Computer Vision12 results

  • Reflection RemovalonSIR^2(Wild)
    PSNR· 2023-08-19
    25.68
    best: 27.7 (RDNet)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • Reflection RemovalonSIR^2(Wild)
    SSIM· 2023-08-19
    0.896
    best: 0.915 (RDNet)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • Reflection RemovalonSIR^2(Postcard)
    PSNR· 2023-08-19
    24.56
    best: 26.33 (RDNet)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • Reflection RemovalonSIR^2(Postcard)
    SSIM· 2023-08-19
    0.908
    best: 0.922 (RDNet)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • Reflection RemovalonSIR^2(Objects)
    PSNR· 2023-08-19
    26.28
    best: 26.78 (RDNet)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • Reflection RemovalonSIR^2(Objects)
    SSIM· 2023-08-19
    0.914
    best: 0.931 (Zhu et al.)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • Reflection RemovalonReal20
    PSNR· 2023-08-19
    24.23
    best: 25.58 (RDNet)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • Reflection RemovalonReal20
    SSIM· 2023-08-19
    0.82
    best: 0.846 (RDNet)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • Image Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2023-10-16
    28.38
    best: 29.54 (DRCT-L)
    Image super-resolution via dynamic networkarXiv:2310.10413
  • Image Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2023-10-16
    0.776
    best: 0.894 (Edge-informed SR)
    Image super-resolution via dynamic networkarXiv:2310.10413
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2023-10-16
    28.38
    best: 29.54 (DRCT-L)
    Image super-resolution via dynamic networkarXiv:2310.10413
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2023-10-16
    0.776
    best: 0.894 (Edge-informed SR)
    Image super-resolution via dynamic networkarXiv:2310.10413

Audio8 results

  • 2D Semantic SegmentationonSIR^2(Wild)
    PSNR· 2023-08-19
    25.68
    best: 27.7 (RDNet)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • 2D Semantic SegmentationonSIR^2(Wild)
    SSIM· 2023-08-19
    0.896
    best: 0.915 (RDNet)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • 2D Semantic SegmentationonSIR^2(Postcard)
    PSNR· 2023-08-19
    24.56
    best: 26.33 (RDNet)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • 2D Semantic SegmentationonSIR^2(Postcard)
    SSIM· 2023-08-19
    0.908
    best: 0.922 (RDNet)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • 2D Semantic SegmentationonSIR^2(Objects)
    PSNR· 2023-08-19
    26.28
    best: 26.78 (RDNet)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • 2D Semantic SegmentationonSIR^2(Objects)
    SSIM· 2023-08-19
    0.914
    best: 0.931 (Zhu et al.)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • 2D Semantic SegmentationonReal20
    PSNR· 2023-08-19
    24.23
    best: 25.58 (RDNet)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027
  • 2D Semantic SegmentationonReal20
    SSIM· 2023-08-19
    0.82
    best: 0.846 (RDNet)
    SOTA
    Single Image Reflection Separation via Component SynergyarXiv:2308.10027

Graphs2 results

  • Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2023-10-16
    28.38
    best: 29.54 (DRCT-L)
    Image super-resolution via dynamic networkarXiv:2310.10413
  • Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2023-10-16
    0.776
    best: 0.894 (Edge-informed SR)
    Image super-resolution via dynamic networkarXiv:2310.10413

Methodology2 results

  • 16konSet14 - 4x upscaling
    PSNR· 2023-10-16
    28.38
    best: 29.54 (DRCT-L)
    Image super-resolution via dynamic networkarXiv:2310.10413
  • 16konSet14 - 4x upscaling
    SSIM· 2023-10-16
    0.776
    best: 0.894 (Edge-informed SR)
    Image super-resolution via dynamic networkarXiv:2310.10413