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Models/SRRAM

SRRAM

Reported on 24 benchmarks across 4 tasks · 1 paper

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· 2018-11-29
    28.54
    best: 29.54 (DRCT-L)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • Image Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2018-11-29
    0.78
    best: 0.894 (Edge-informed SR)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • Image Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2018-11-29
    26.05
    best: 28.72 (Hi-IR-L)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • Image Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2018-11-29
    0.7834
    best: 0.9481 (SPSR)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • Image Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2018-11-29
    27.56
    best: 28.16 (DRCT-L)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • Image Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2018-11-29
    0.735
    best: 0.851 (Edge-informed SR)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2018-11-29
    28.54
    best: 29.54 (DRCT-L)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2018-11-29
    0.78
    best: 0.894 (Edge-informed SR)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • 3D Object Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2018-11-29
    26.05
    best: 28.72 (Hi-IR-L)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • 3D Object Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2018-11-29
    0.7834
    best: 0.9481 (SPSR)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • 3D Object Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2018-11-29
    27.56
    best: 28.16 (DRCT-L)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • 3D Object Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2018-11-29
    0.735
    best: 0.851 (Edge-informed SR)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043

Graphs6 results

  • Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2018-11-29
    28.54
    best: 29.54 (DRCT-L)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2018-11-29
    0.78
    best: 0.894 (Edge-informed SR)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2018-11-29
    26.05
    best: 28.72 (Hi-IR-L)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2018-11-29
    0.7834
    best: 0.9481 (SPSR)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2018-11-29
    27.56
    best: 28.16 (DRCT-L)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2018-11-29
    0.735
    best: 0.851 (Edge-informed SR)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043

Methodology6 results

  • 16konSet14 - 4x upscaling
    PSNR· 2018-11-29
    28.54
    best: 29.54 (DRCT-L)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • 16konSet14 - 4x upscaling
    SSIM· 2018-11-29
    0.78
    best: 0.894 (Edge-informed SR)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • 16konUrban100 - 4x upscaling
    PSNR· 2018-11-29
    26.05
    best: 28.72 (Hi-IR-L)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • 16konUrban100 - 4x upscaling
    SSIM· 2018-11-29
    0.7834
    best: 0.9481 (SPSR)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • 16konBSD100 - 4x upscaling
    PSNR· 2018-11-29
    27.56
    best: 28.16 (DRCT-L)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043
  • 16konBSD100 - 4x upscaling
    SSIM· 2018-11-29
    0.735
    best: 0.851 (Edge-informed SR)
    MAMNet: Multi-path Adaptive Modulation Network for Image Super-ResolutionarXiv:1811.12043