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Models/SwinOIR

SwinOIR

Reported on 88 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 Vision44 results

  • Image Super-ResolutiononBSD100 - 2x upscaling
    PSNR· 2023-03-16
    32.34
    best: 33.12 (WaveMixSR-V2)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononBSD100 - 2x upscaling
    SSIM· 2023-03-16
    0.9022
    best: 0.9326 (WaveMixSR-V2)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononSet14 - 3x upscaling
    PSNR· 2023-03-16
    30.65
    best: 31.55 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononSet14 - 3x upscaling
    SSIM· 2023-03-16
    0.8493
    best: 0.8616 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononSet14 - 2x upscaling
    PSNR· 2023-03-16
    33.97
    best: 35.36 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononSet14 - 2x upscaling
    SSIM· 2023-03-16
    0.922
    best: 0.9311 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2023-03-16
    28.92
    best: 29.54 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2023-03-16
    0.7892
    best: 0.894 (Edge-informed SR)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononSet5 - 3x upscaling
    PSNR· 2023-03-16
    34.69
    best: 35.35 (HMA†)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononSet5 - 3x upscaling
    SSIM· 2023-03-16
    0.9296
    best: 0.938 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononUrban100 - 2x upscaling
    PSNR· 2023-03-16
    32.83
    best: 35.24 (HMA†)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononUrban100 - 2x upscaling
    SSIM· 2023-03-16
    0.9353
    best: 0.9516 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononSet5 - 2x upscaling
    PSNR· 2023-03-16
    38.21
    best: 39.14 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononSet5 - 2x upscaling
    SSIM· 2023-03-16
    0.9614
    best: 0.9663 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2023-03-16
    26.74
    best: 28.72 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2023-03-16
    0.806
    best: 0.9481 (SPSR)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononUrban100 - 3x upscaling
    PSNR· 2023-03-16
    28.87
    best: 31.07 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononUrban100 - 3x upscaling
    SSIM· 2023-03-16
    0.8674
    best: 0.902 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2023-03-16
    27.76
    best: 28.16 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2023-03-16
    0.7441
    best: 0.851 (Edge-informed SR)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononBSD100 - 3x upscaling
    PSNR· 2023-03-16
    29.27
    best: 29.67 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Image Super-ResolutiononBSD100 - 3x upscaling
    SSIM· 2023-03-16
    0.8111
    best: 0.8256 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononBSD100 - 2x upscaling
    PSNR· 2023-03-16
    32.34
    best: 33.12 (WaveMixSR-V2)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononBSD100 - 2x upscaling
    SSIM· 2023-03-16
    0.9022
    best: 0.9326 (WaveMixSR-V2)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononSet14 - 3x upscaling
    PSNR· 2023-03-16
    30.65
    best: 31.55 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononSet14 - 3x upscaling
    SSIM· 2023-03-16
    0.8493
    best: 0.8616 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononSet14 - 2x upscaling
    PSNR· 2023-03-16
    33.97
    best: 35.36 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononSet14 - 2x upscaling
    SSIM· 2023-03-16
    0.922
    best: 0.9311 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2023-03-16
    28.92
    best: 29.54 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2023-03-16
    0.7892
    best: 0.894 (Edge-informed SR)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononSet5 - 3x upscaling
    PSNR· 2023-03-16
    34.69
    best: 35.35 (HMA†)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononSet5 - 3x upscaling
    SSIM· 2023-03-16
    0.9296
    best: 0.938 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononUrban100 - 2x upscaling
    PSNR· 2023-03-16
    32.83
    best: 35.24 (HMA†)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononUrban100 - 2x upscaling
    SSIM· 2023-03-16
    0.9353
    best: 0.9516 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononSet5 - 2x upscaling
    PSNR· 2023-03-16
    38.21
    best: 39.14 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononSet5 - 2x upscaling
    SSIM· 2023-03-16
    0.9614
    best: 0.9663 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2023-03-16
    26.74
    best: 28.72 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2023-03-16
    0.806
    best: 0.9481 (SPSR)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononUrban100 - 3x upscaling
    PSNR· 2023-03-16
    28.87
    best: 31.07 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononUrban100 - 3x upscaling
    SSIM· 2023-03-16
    0.8674
    best: 0.902 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2023-03-16
    27.76
    best: 28.16 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2023-03-16
    0.7441
    best: 0.851 (Edge-informed SR)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononBSD100 - 3x upscaling
    PSNR· 2023-03-16
    29.27
    best: 29.67 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 3D Object Super-ResolutiononBSD100 - 3x upscaling
    SSIM· 2023-03-16
    0.8111
    best: 0.8256 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190

Graphs22 results

  • Super-ResolutiononBSD100 - 2x upscaling
    PSNR· 2023-03-16
    32.34
    best: 33.12 (WaveMixSR-V2)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononBSD100 - 2x upscaling
    SSIM· 2023-03-16
    0.9022
    best: 0.9326 (WaveMixSR-V2)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononSet14 - 3x upscaling
    PSNR· 2023-03-16
    30.65
    best: 31.55 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononSet14 - 3x upscaling
    SSIM· 2023-03-16
    0.8493
    best: 0.8616 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononSet14 - 2x upscaling
    PSNR· 2023-03-16
    33.97
    best: 35.36 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononSet14 - 2x upscaling
    SSIM· 2023-03-16
    0.922
    best: 0.9311 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2023-03-16
    28.92
    best: 29.54 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2023-03-16
    0.7892
    best: 0.894 (Edge-informed SR)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononSet5 - 3x upscaling
    PSNR· 2023-03-16
    34.69
    best: 35.35 (HMA†)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononSet5 - 3x upscaling
    SSIM· 2023-03-16
    0.9296
    best: 0.938 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononUrban100 - 2x upscaling
    PSNR· 2023-03-16
    32.83
    best: 35.24 (HMA†)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononUrban100 - 2x upscaling
    SSIM· 2023-03-16
    0.9353
    best: 0.9516 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononSet5 - 2x upscaling
    PSNR· 2023-03-16
    38.21
    best: 39.14 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononSet5 - 2x upscaling
    SSIM· 2023-03-16
    0.9614
    best: 0.9663 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2023-03-16
    26.74
    best: 28.72 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2023-03-16
    0.806
    best: 0.9481 (SPSR)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononUrban100 - 3x upscaling
    PSNR· 2023-03-16
    28.87
    best: 31.07 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononUrban100 - 3x upscaling
    SSIM· 2023-03-16
    0.8674
    best: 0.902 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2023-03-16
    27.76
    best: 28.16 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2023-03-16
    0.7441
    best: 0.851 (Edge-informed SR)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononBSD100 - 3x upscaling
    PSNR· 2023-03-16
    29.27
    best: 29.67 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • Super-ResolutiononBSD100 - 3x upscaling
    SSIM· 2023-03-16
    0.8111
    best: 0.8256 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190

Methodology22 results

  • 16konBSD100 - 2x upscaling
    PSNR· 2023-03-16
    32.34
    best: 33.12 (WaveMixSR-V2)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konBSD100 - 2x upscaling
    SSIM· 2023-03-16
    0.9022
    best: 0.9326 (WaveMixSR-V2)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konSet14 - 3x upscaling
    PSNR· 2023-03-16
    30.65
    best: 31.55 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konSet14 - 3x upscaling
    SSIM· 2023-03-16
    0.8493
    best: 0.8616 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konSet14 - 2x upscaling
    PSNR· 2023-03-16
    33.97
    best: 35.36 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konSet14 - 2x upscaling
    SSIM· 2023-03-16
    0.922
    best: 0.9311 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konSet14 - 4x upscaling
    PSNR· 2023-03-16
    28.92
    best: 29.54 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konSet14 - 4x upscaling
    SSIM· 2023-03-16
    0.7892
    best: 0.894 (Edge-informed SR)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konSet5 - 3x upscaling
    PSNR· 2023-03-16
    34.69
    best: 35.35 (HMA†)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konSet5 - 3x upscaling
    SSIM· 2023-03-16
    0.9296
    best: 0.938 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konUrban100 - 2x upscaling
    PSNR· 2023-03-16
    32.83
    best: 35.24 (HMA†)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konUrban100 - 2x upscaling
    SSIM· 2023-03-16
    0.9353
    best: 0.9516 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konSet5 - 2x upscaling
    PSNR· 2023-03-16
    38.21
    best: 39.14 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konSet5 - 2x upscaling
    SSIM· 2023-03-16
    0.9614
    best: 0.9663 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konUrban100 - 4x upscaling
    PSNR· 2023-03-16
    26.74
    best: 28.72 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konUrban100 - 4x upscaling
    SSIM· 2023-03-16
    0.806
    best: 0.9481 (SPSR)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konUrban100 - 3x upscaling
    PSNR· 2023-03-16
    28.87
    best: 31.07 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konUrban100 - 3x upscaling
    SSIM· 2023-03-16
    0.8674
    best: 0.902 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konBSD100 - 4x upscaling
    PSNR· 2023-03-16
    27.76
    best: 28.16 (DRCT-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konBSD100 - 4x upscaling
    SSIM· 2023-03-16
    0.7441
    best: 0.851 (Edge-informed SR)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konBSD100 - 3x upscaling
    PSNR· 2023-03-16
    29.27
    best: 29.67 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190
  • 16konBSD100 - 3x upscaling
    SSIM· 2023-03-16
    0.8111
    best: 0.8256 (Hi-IR-L)
    Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyarXiv:2303.09190