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Models/D-DBPN

D-DBPN

Reported on 24 benchmarks across 4 tasks · 1 paper · 4 SOTA

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

Computer Vision12 results

  • Image Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2018-03-07
    28.82
    best: 29.54 (DRCT-L)
    SOTA
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2018-03-07
    28.82
    best: 29.54 (DRCT-L)
    SOTA
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • Image Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2018-03-07
    0.786
    best: 0.894 (Edge-informed SR)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • Image Super-ResolutiononManga109 - 4x upscaling
    SSIM· 2018-03-07
    0.914
    best: 0.9366 (Hi-IR-L)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • Image Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2018-03-07
    0.795
    best: 0.9481 (SPSR)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • Image Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2018-03-07
    27.72
    best: 28.16 (DRCT-L)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • Image Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2018-03-07
    0.74
    best: 0.851 (Edge-informed SR)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2018-03-07
    0.786
    best: 0.894 (Edge-informed SR)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • 3D Object Super-ResolutiononManga109 - 4x upscaling
    SSIM· 2018-03-07
    0.914
    best: 0.9366 (Hi-IR-L)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • 3D Object Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2018-03-07
    0.795
    best: 0.9481 (SPSR)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • 3D Object Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2018-03-07
    27.72
    best: 28.16 (DRCT-L)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • 3D Object Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2018-03-07
    0.74
    best: 0.851 (Edge-informed SR)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735

Graphs6 results

  • Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2018-03-07
    28.82
    best: 29.54 (DRCT-L)
    SOTA
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2018-03-07
    0.786
    best: 0.894 (Edge-informed SR)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • Super-ResolutiononManga109 - 4x upscaling
    SSIM· 2018-03-07
    0.914
    best: 0.9366 (Hi-IR-L)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2018-03-07
    0.795
    best: 0.9481 (SPSR)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2018-03-07
    27.72
    best: 28.16 (DRCT-L)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2018-03-07
    0.74
    best: 0.851 (Edge-informed SR)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735

Methodology6 results

  • 16konSet14 - 4x upscaling
    PSNR· 2018-03-07
    28.82
    best: 29.54 (DRCT-L)
    SOTA
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • 16konSet14 - 4x upscaling
    SSIM· 2018-03-07
    0.786
    best: 0.894 (Edge-informed SR)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • 16konManga109 - 4x upscaling
    SSIM· 2018-03-07
    0.914
    best: 0.9366 (Hi-IR-L)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • 16konUrban100 - 4x upscaling
    SSIM· 2018-03-07
    0.795
    best: 0.9481 (SPSR)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • 16konBSD100 - 4x upscaling
    PSNR· 2018-03-07
    27.72
    best: 28.16 (DRCT-L)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735
  • 16konBSD100 - 4x upscaling
    SSIM· 2018-03-07
    0.74
    best: 0.851 (Edge-informed SR)
    Deep Back-Projection Networks For Super-ResolutionarXiv:1803.02735