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Models/HAT

HAT

Reported on 116 benchmarks across 5 tasks · 2 papers · 3 SOTA

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

Computer Vision56 results

  • Image Super-ResolutiononBSD100 - 2x upscaling
    PSNR· 2022-05-09
    32.69
    best: 33.12 (WaveMixSR-V2)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononBSD100 - 2x upscaling
    SSIM· 2022-05-09
    0.906
    best: 0.9326 (WaveMixSR-V2)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononSet14 - 3x upscaling
    PSNR· 2022-05-09
    31.33
    best: 31.55 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononSet14 - 3x upscaling
    SSIM· 2022-05-09
    0.8576
    best: 0.8616 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononSet14 - 2x upscaling
    PSNR· 2022-05-09
    35.13
    best: 35.36 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononSet14 - 2x upscaling
    SSIM· 2022-05-09
    0.9282
    best: 0.9311 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2022-05-09
    29.38
    best: 29.54 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2022-05-09
    0.8001
    best: 0.894 (Edge-informed SR)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononSet5 - 3x upscaling
    PSNR· 2022-05-09
    35.16
    best: 35.35 (HMA†)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononSet5 - 3x upscaling
    SSIM· 2022-05-09
    0.9335
    best: 0.938 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononManga109 - 4x upscaling
    PSNR· 2022-05-09
    32.87
    best: 33.19 (HMA†)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononManga109 - 4x upscaling
    SSIM· 2022-05-09
    0.9319
    best: 0.9366 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononUrban100 - 2x upscaling
    PSNR· 2022-05-09
    34.81
    best: 35.24 (HMA†)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononUrban100 - 2x upscaling
    SSIM· 2022-05-09
    0.9489
    best: 0.9516 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononManga109 - 3x upscaling
    PSNR· 2022-05-09
    35.84
    best: 36.12 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononManga109 - 3x upscaling
    SSIM· 2022-05-09
    0.9567
    best: 0.9588 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononSet5 - 2x upscaling
    PSNR· 2022-05-09
    38.73
    best: 39.14 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononSet5 - 2x upscaling
    SSIM· 2022-05-09
    0.9637
    best: 0.9663 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononManga109 - 2x upscaling
    PSNR· 2022-05-09
    40.71
    best: 41.22 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononManga109 - 2x upscaling
    SSIM· 2022-05-09
    0.9819
    best: 0.9846 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2022-05-09
    28.37
    best: 28.72 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2022-05-09
    0.8447
    best: 0.9481 (SPSR)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononUrban100 - 3x upscaling
    PSNR· 2022-05-09
    30.7
    best: 31.07 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononUrban100 - 3x upscaling
    SSIM· 2022-05-09
    0.8949
    best: 0.902 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2022-05-09
    28.05
    best: 28.16 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2022-05-09
    0.7534
    best: 0.851 (Edge-informed SR)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononBSD100 - 3x upscaling
    PSNR· 2022-05-09
    29.59
    best: 29.67 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Image Super-ResolutiononBSD100 - 3x upscaling
    SSIM· 2022-05-09
    0.8177
    best: 0.8256 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononBSD100 - 2x upscaling
    PSNR· 2022-05-09
    32.69
    best: 33.12 (WaveMixSR-V2)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononBSD100 - 2x upscaling
    SSIM· 2022-05-09
    0.906
    best: 0.9326 (WaveMixSR-V2)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononSet14 - 3x upscaling
    PSNR· 2022-05-09
    31.33
    best: 31.55 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononSet14 - 3x upscaling
    SSIM· 2022-05-09
    0.8576
    best: 0.8616 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononSet14 - 2x upscaling
    PSNR· 2022-05-09
    35.13
    best: 35.36 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononSet14 - 2x upscaling
    SSIM· 2022-05-09
    0.9282
    best: 0.9311 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2022-05-09
    29.38
    best: 29.54 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2022-05-09
    0.8001
    best: 0.894 (Edge-informed SR)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononSet5 - 3x upscaling
    PSNR· 2022-05-09
    35.16
    best: 35.35 (HMA†)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononSet5 - 3x upscaling
    SSIM· 2022-05-09
    0.9335
    best: 0.938 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononManga109 - 4x upscaling
    PSNR· 2022-05-09
    32.87
    best: 33.19 (HMA†)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononManga109 - 4x upscaling
    SSIM· 2022-05-09
    0.9319
    best: 0.9366 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononUrban100 - 2x upscaling
    PSNR· 2022-05-09
    34.81
    best: 35.24 (HMA†)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononUrban100 - 2x upscaling
    SSIM· 2022-05-09
    0.9489
    best: 0.9516 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononManga109 - 3x upscaling
    PSNR· 2022-05-09
    35.84
    best: 36.12 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononManga109 - 3x upscaling
    SSIM· 2022-05-09
    0.9567
    best: 0.9588 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononSet5 - 2x upscaling
    PSNR· 2022-05-09
    38.73
    best: 39.14 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononSet5 - 2x upscaling
    SSIM· 2022-05-09
    0.9637
    best: 0.9663 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononManga109 - 2x upscaling
    PSNR· 2022-05-09
    40.71
    best: 41.22 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononManga109 - 2x upscaling
    SSIM· 2022-05-09
    0.9819
    best: 0.9846 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2022-05-09
    28.37
    best: 28.72 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2022-05-09
    0.8447
    best: 0.9481 (SPSR)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononUrban100 - 3x upscaling
    PSNR· 2022-05-09
    30.7
    best: 31.07 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononUrban100 - 3x upscaling
    SSIM· 2022-05-09
    0.8949
    best: 0.902 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2022-05-09
    28.05
    best: 28.16 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2022-05-09
    0.7534
    best: 0.851 (Edge-informed SR)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononBSD100 - 3x upscaling
    PSNR· 2022-05-09
    29.59
    best: 29.67 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 3D Object Super-ResolutiononBSD100 - 3x upscaling
    SSIM· 2022-05-09
    0.8177
    best: 0.8256 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437

Methodology32 results

  • Continual Learningon20Newsgroup (10 tasks)
    F1 - macro· 2018-01-04
    0.9521
    best: 0.9523 (CTR)
    SOTA
    Overcoming catastrophic forgetting with hard attention to the taskarXiv:1801.01423
  • Continual LearningonASC (19 tasks)
    F1 - macro· 2018-01-04
    0.7816
    best: 0.8811 (Multi-task Learning (MTL; Upper Bound))
    SOTA
    Overcoming catastrophic forgetting with hard attention to the taskarXiv:1801.01423
  • Continual LearningonDSC (10 tasks)
    F1 - macro· 2018-01-04
    0.8614
    best: 0.8875 (CTR)
    SOTA
    Overcoming catastrophic forgetting with hard attention to the taskarXiv:1801.01423
  • 16konBSD100 - 2x upscaling
    PSNR· 2022-05-09
    32.69
    best: 33.12 (WaveMixSR-V2)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konBSD100 - 2x upscaling
    SSIM· 2022-05-09
    0.906
    best: 0.9326 (WaveMixSR-V2)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konSet14 - 3x upscaling
    PSNR· 2022-05-09
    31.33
    best: 31.55 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konSet14 - 3x upscaling
    SSIM· 2022-05-09
    0.8576
    best: 0.8616 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konSet14 - 2x upscaling
    PSNR· 2022-05-09
    35.13
    best: 35.36 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konSet14 - 2x upscaling
    SSIM· 2022-05-09
    0.9282
    best: 0.9311 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konSet14 - 4x upscaling
    PSNR· 2022-05-09
    29.38
    best: 29.54 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konSet14 - 4x upscaling
    SSIM· 2022-05-09
    0.8001
    best: 0.894 (Edge-informed SR)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konSet5 - 3x upscaling
    PSNR· 2022-05-09
    35.16
    best: 35.35 (HMA†)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konSet5 - 3x upscaling
    SSIM· 2022-05-09
    0.9335
    best: 0.938 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konManga109 - 4x upscaling
    PSNR· 2022-05-09
    32.87
    best: 33.19 (HMA†)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konManga109 - 4x upscaling
    SSIM· 2022-05-09
    0.9319
    best: 0.9366 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konUrban100 - 2x upscaling
    PSNR· 2022-05-09
    34.81
    best: 35.24 (HMA†)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konUrban100 - 2x upscaling
    SSIM· 2022-05-09
    0.9489
    best: 0.9516 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konManga109 - 3x upscaling
    PSNR· 2022-05-09
    35.84
    best: 36.12 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konManga109 - 3x upscaling
    SSIM· 2022-05-09
    0.9567
    best: 0.9588 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konSet5 - 2x upscaling
    PSNR· 2022-05-09
    38.73
    best: 39.14 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konSet5 - 2x upscaling
    SSIM· 2022-05-09
    0.9637
    best: 0.9663 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konManga109 - 2x upscaling
    PSNR· 2022-05-09
    40.71
    best: 41.22 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konManga109 - 2x upscaling
    SSIM· 2022-05-09
    0.9819
    best: 0.9846 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konUrban100 - 4x upscaling
    PSNR· 2022-05-09
    28.37
    best: 28.72 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konUrban100 - 4x upscaling
    SSIM· 2022-05-09
    0.8447
    best: 0.9481 (SPSR)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konUrban100 - 3x upscaling
    PSNR· 2022-05-09
    30.7
    best: 31.07 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konUrban100 - 3x upscaling
    SSIM· 2022-05-09
    0.8949
    best: 0.902 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konBSD100 - 4x upscaling
    PSNR· 2022-05-09
    28.05
    best: 28.16 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konBSD100 - 4x upscaling
    SSIM· 2022-05-09
    0.7534
    best: 0.851 (Edge-informed SR)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konBSD100 - 3x upscaling
    PSNR· 2022-05-09
    29.59
    best: 29.67 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • 16konBSD100 - 3x upscaling
    SSIM· 2022-05-09
    0.8177
    best: 0.8256 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Continual LearningonF-CelebA (10 tasks)
    Acc· 2018-01-04
    0.5673
    best: 0.7564 (CAT (CNN backbone))
    Overcoming catastrophic forgetting with hard attention to the taskarXiv:1801.01423

Graphs28 results

  • Super-ResolutiononBSD100 - 2x upscaling
    PSNR· 2022-05-09
    32.69
    best: 33.12 (WaveMixSR-V2)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononBSD100 - 2x upscaling
    SSIM· 2022-05-09
    0.906
    best: 0.9326 (WaveMixSR-V2)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononSet14 - 3x upscaling
    PSNR· 2022-05-09
    31.33
    best: 31.55 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononSet14 - 3x upscaling
    SSIM· 2022-05-09
    0.8576
    best: 0.8616 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononSet14 - 2x upscaling
    PSNR· 2022-05-09
    35.13
    best: 35.36 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononSet14 - 2x upscaling
    SSIM· 2022-05-09
    0.9282
    best: 0.9311 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2022-05-09
    29.38
    best: 29.54 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2022-05-09
    0.8001
    best: 0.894 (Edge-informed SR)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononSet5 - 3x upscaling
    PSNR· 2022-05-09
    35.16
    best: 35.35 (HMA†)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononSet5 - 3x upscaling
    SSIM· 2022-05-09
    0.9335
    best: 0.938 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononManga109 - 4x upscaling
    PSNR· 2022-05-09
    32.87
    best: 33.19 (HMA†)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononManga109 - 4x upscaling
    SSIM· 2022-05-09
    0.9319
    best: 0.9366 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononUrban100 - 2x upscaling
    PSNR· 2022-05-09
    34.81
    best: 35.24 (HMA†)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononUrban100 - 2x upscaling
    SSIM· 2022-05-09
    0.9489
    best: 0.9516 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononManga109 - 3x upscaling
    PSNR· 2022-05-09
    35.84
    best: 36.12 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononManga109 - 3x upscaling
    SSIM· 2022-05-09
    0.9567
    best: 0.9588 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononSet5 - 2x upscaling
    PSNR· 2022-05-09
    38.73
    best: 39.14 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononSet5 - 2x upscaling
    SSIM· 2022-05-09
    0.9637
    best: 0.9663 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononManga109 - 2x upscaling
    PSNR· 2022-05-09
    40.71
    best: 41.22 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononManga109 - 2x upscaling
    SSIM· 2022-05-09
    0.9819
    best: 0.9846 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2022-05-09
    28.37
    best: 28.72 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2022-05-09
    0.8447
    best: 0.9481 (SPSR)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononUrban100 - 3x upscaling
    PSNR· 2022-05-09
    30.7
    best: 31.07 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononUrban100 - 3x upscaling
    SSIM· 2022-05-09
    0.8949
    best: 0.902 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2022-05-09
    28.05
    best: 28.16 (DRCT-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2022-05-09
    0.7534
    best: 0.851 (Edge-informed SR)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononBSD100 - 3x upscaling
    PSNR· 2022-05-09
    29.59
    best: 29.67 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437
  • Super-ResolutiononBSD100 - 3x upscaling
    SSIM· 2022-05-09
    0.8177
    best: 0.8256 (Hi-IR-L)
    Activating More Pixels in Image Super-Resolution TransformerarXiv:2205.04437