TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/HAN+

HAN+

Reported on 152 benchmarks across 4 tasks · 1 paper · 8 SOTA

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

Computer Vision76 results

  • Image Super-ResolutiononBSD100 - 8x upscaling
    SSIM· 2020-08-20
    0.6075
    SOTA
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononBSD100 - 3x upscaling
    PSNR· 2020-08-20
    29.41
    best: 29.67 (Hi-IR-L)
    SOTA
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononBSD100 - 8x upscaling
    SSIM· 2020-08-20
    0.6075
    SOTA
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononBSD100 - 3x upscaling
    PSNR· 2020-08-20
    29.41
    best: 29.67 (Hi-IR-L)
    SOTA
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononUrban100 - 8x upscaling
    PSNR· 2020-08-20
    23.2
    best: 23.24 (DRLN+)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononUrban100 - 8x upscaling
    SSIM· 2020-08-20
    0.6518
    best: 0.6523 (DRLN+)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononBSD100 - 2x upscaling
    PSNR· 2020-08-20
    32.45
    best: 33.12 (WaveMixSR-V2)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononBSD100 - 2x upscaling
    SSIM· 2020-08-20
    0.8431
    best: 0.9326 (WaveMixSR-V2)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononSet14 - 3x upscaling
    PSNR· 2020-08-20
    30.79
    best: 31.55 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononSet14 - 3x upscaling
    SSIM· 2020-08-20
    0.8487
    best: 0.8616 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononSet14 - 2x upscaling
    PSNR· 2020-08-20
    34.24
    best: 35.36 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononSet14 - 2x upscaling
    SSIM· 2020-08-20
    0.9224
    best: 0.9311 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2020-08-20
    28.99
    best: 29.54 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2020-08-20
    0.7907
    best: 0.894 (Edge-informed SR)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononManga109 - 8x upscaling
    PSNR· 2020-08-20
    25.54
    best: 25.71 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononManga109 - 8x upscaling
    SSIM· 2020-08-20
    0.808
    best: 0.813 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononSet5 - 3x upscaling
    PSNR· 2020-08-20
    34.85
    best: 35.35 (HMA†)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononSet5 - 3x upscaling
    SSIM· 2020-08-20
    0.93
    best: 0.938 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononManga109 - 4x upscaling
    PSNR· 2020-08-20
    31.73
    best: 33.19 (HMA†)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononManga109 - 4x upscaling
    SSIM· 2020-08-20
    0.9207
    best: 0.9366 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononUrban100 - 2x upscaling
    PSNR· 2020-08-20
    33.53
    best: 35.24 (HMA†)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononUrban100 - 2x upscaling
    SSIM· 2020-08-20
    0.9398
    best: 0.9516 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononManga109 - 3x upscaling
    PSNR· 2020-08-20
    34.87
    best: 36.12 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononManga109 - 3x upscaling
    SSIM· 2020-08-20
    0.9509
    best: 0.9588 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononSet14 - 8x upscaling
    PSNR· 2020-08-20
    25.39
    best: 25.41 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononSet14 - 8x upscaling
    SSIM· 2020-08-20
    0.6552
    best: 0.657 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononBSD100 - 8x upscaling
    PSNR· 2020-08-20
    25.04
    best: 25.06 (DRLN+)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononSet5 - 2x upscaling
    PSNR· 2020-08-20
    38.33
    best: 39.14 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononSet5 - 2x upscaling
    SSIM· 2020-08-20
    0.9299
    best: 0.9663 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononManga109 - 2x upscaling
    PSNR· 2020-08-20
    39.62
    best: 41.22 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononManga109 - 2x upscaling
    SSIM· 2020-08-20
    0.9787
    best: 0.9846 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononSet5 - 8x upscaling
    PSNR· 2020-08-20
    27.47
    best: 29.03 (MFSRCNN)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononSet5 - 8x upscaling
    SSIM· 2020-08-20
    0.792
    best: 0.8299 (MFSRCNN)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2020-08-20
    27.02
    best: 28.72 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2020-08-20
    0.8131
    best: 0.9481 (SPSR)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononUrban100 - 3x upscaling
    PSNR· 2020-08-20
    29.21
    best: 31.07 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononUrban100 - 3x upscaling
    SSIM· 2020-08-20
    0.871
    best: 0.902 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2020-08-20
    27.85
    best: 28.16 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2020-08-20
    0.7454
    best: 0.851 (Edge-informed SR)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Image Super-ResolutiononBSD100 - 3x upscaling
    SSIM· 2020-08-20
    0.8116
    best: 0.8256 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononUrban100 - 8x upscaling
    PSNR· 2020-08-20
    23.2
    best: 23.24 (DRLN+)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononUrban100 - 8x upscaling
    SSIM· 2020-08-20
    0.6518
    best: 0.6523 (DRLN+)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononBSD100 - 2x upscaling
    PSNR· 2020-08-20
    32.45
    best: 33.12 (WaveMixSR-V2)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononBSD100 - 2x upscaling
    SSIM· 2020-08-20
    0.8431
    best: 0.9326 (WaveMixSR-V2)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononSet14 - 3x upscaling
    PSNR· 2020-08-20
    30.79
    best: 31.55 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononSet14 - 3x upscaling
    SSIM· 2020-08-20
    0.8487
    best: 0.8616 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononSet14 - 2x upscaling
    PSNR· 2020-08-20
    34.24
    best: 35.36 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononSet14 - 2x upscaling
    SSIM· 2020-08-20
    0.9224
    best: 0.9311 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2020-08-20
    28.99
    best: 29.54 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2020-08-20
    0.7907
    best: 0.894 (Edge-informed SR)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononManga109 - 8x upscaling
    PSNR· 2020-08-20
    25.54
    best: 25.71 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononManga109 - 8x upscaling
    SSIM· 2020-08-20
    0.808
    best: 0.813 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononSet5 - 3x upscaling
    PSNR· 2020-08-20
    34.85
    best: 35.35 (HMA†)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononSet5 - 3x upscaling
    SSIM· 2020-08-20
    0.93
    best: 0.938 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononManga109 - 4x upscaling
    PSNR· 2020-08-20
    31.73
    best: 33.19 (HMA†)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononManga109 - 4x upscaling
    SSIM· 2020-08-20
    0.9207
    best: 0.9366 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononUrban100 - 2x upscaling
    PSNR· 2020-08-20
    33.53
    best: 35.24 (HMA†)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononUrban100 - 2x upscaling
    SSIM· 2020-08-20
    0.9398
    best: 0.9516 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononManga109 - 3x upscaling
    PSNR· 2020-08-20
    34.87
    best: 36.12 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononManga109 - 3x upscaling
    SSIM· 2020-08-20
    0.9509
    best: 0.9588 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononSet14 - 8x upscaling
    PSNR· 2020-08-20
    25.39
    best: 25.41 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononSet14 - 8x upscaling
    SSIM· 2020-08-20
    0.6552
    best: 0.657 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononBSD100 - 8x upscaling
    PSNR· 2020-08-20
    25.04
    best: 25.06 (DRLN+)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononSet5 - 2x upscaling
    PSNR· 2020-08-20
    38.33
    best: 39.14 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononSet5 - 2x upscaling
    SSIM· 2020-08-20
    0.9299
    best: 0.9663 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononManga109 - 2x upscaling
    PSNR· 2020-08-20
    39.62
    best: 41.22 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononManga109 - 2x upscaling
    SSIM· 2020-08-20
    0.9787
    best: 0.9846 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononSet5 - 8x upscaling
    PSNR· 2020-08-20
    27.47
    best: 29.03 (MFSRCNN)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononSet5 - 8x upscaling
    SSIM· 2020-08-20
    0.792
    best: 0.8299 (MFSRCNN)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2020-08-20
    27.02
    best: 28.72 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2020-08-20
    0.8131
    best: 0.9481 (SPSR)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononUrban100 - 3x upscaling
    PSNR· 2020-08-20
    29.21
    best: 31.07 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononUrban100 - 3x upscaling
    SSIM· 2020-08-20
    0.871
    best: 0.902 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2020-08-20
    27.85
    best: 28.16 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2020-08-20
    0.7454
    best: 0.851 (Edge-informed SR)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 3D Object Super-ResolutiononBSD100 - 3x upscaling
    SSIM· 2020-08-20
    0.8116
    best: 0.8256 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767

Graphs38 results

  • Super-ResolutiononBSD100 - 8x upscaling
    SSIM· 2020-08-20
    0.6075
    SOTA
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononBSD100 - 3x upscaling
    PSNR· 2020-08-20
    29.41
    best: 29.67 (Hi-IR-L)
    SOTA
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononUrban100 - 8x upscaling
    PSNR· 2020-08-20
    23.2
    best: 23.24 (DRLN+)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononUrban100 - 8x upscaling
    SSIM· 2020-08-20
    0.6518
    best: 0.6523 (DRLN+)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononBSD100 - 2x upscaling
    PSNR· 2020-08-20
    32.45
    best: 33.12 (WaveMixSR-V2)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononBSD100 - 2x upscaling
    SSIM· 2020-08-20
    0.8431
    best: 0.9326 (WaveMixSR-V2)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononSet14 - 3x upscaling
    PSNR· 2020-08-20
    30.79
    best: 31.55 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononSet14 - 3x upscaling
    SSIM· 2020-08-20
    0.8487
    best: 0.8616 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononSet14 - 2x upscaling
    PSNR· 2020-08-20
    34.24
    best: 35.36 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononSet14 - 2x upscaling
    SSIM· 2020-08-20
    0.9224
    best: 0.9311 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2020-08-20
    28.99
    best: 29.54 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2020-08-20
    0.7907
    best: 0.894 (Edge-informed SR)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononManga109 - 8x upscaling
    PSNR· 2020-08-20
    25.54
    best: 25.71 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononManga109 - 8x upscaling
    SSIM· 2020-08-20
    0.808
    best: 0.813 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononSet5 - 3x upscaling
    PSNR· 2020-08-20
    34.85
    best: 35.35 (HMA†)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononSet5 - 3x upscaling
    SSIM· 2020-08-20
    0.93
    best: 0.938 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononManga109 - 4x upscaling
    PSNR· 2020-08-20
    31.73
    best: 33.19 (HMA†)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononManga109 - 4x upscaling
    SSIM· 2020-08-20
    0.9207
    best: 0.9366 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononUrban100 - 2x upscaling
    PSNR· 2020-08-20
    33.53
    best: 35.24 (HMA†)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononUrban100 - 2x upscaling
    SSIM· 2020-08-20
    0.9398
    best: 0.9516 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononManga109 - 3x upscaling
    PSNR· 2020-08-20
    34.87
    best: 36.12 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononManga109 - 3x upscaling
    SSIM· 2020-08-20
    0.9509
    best: 0.9588 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononSet14 - 8x upscaling
    PSNR· 2020-08-20
    25.39
    best: 25.41 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononSet14 - 8x upscaling
    SSIM· 2020-08-20
    0.6552
    best: 0.657 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononBSD100 - 8x upscaling
    PSNR· 2020-08-20
    25.04
    best: 25.06 (DRLN+)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononSet5 - 2x upscaling
    PSNR· 2020-08-20
    38.33
    best: 39.14 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononSet5 - 2x upscaling
    SSIM· 2020-08-20
    0.9299
    best: 0.9663 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononManga109 - 2x upscaling
    PSNR· 2020-08-20
    39.62
    best: 41.22 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononManga109 - 2x upscaling
    SSIM· 2020-08-20
    0.9787
    best: 0.9846 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononSet5 - 8x upscaling
    PSNR· 2020-08-20
    27.47
    best: 29.03 (MFSRCNN)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononSet5 - 8x upscaling
    SSIM· 2020-08-20
    0.792
    best: 0.8299 (MFSRCNN)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2020-08-20
    27.02
    best: 28.72 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2020-08-20
    0.8131
    best: 0.9481 (SPSR)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononUrban100 - 3x upscaling
    PSNR· 2020-08-20
    29.21
    best: 31.07 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononUrban100 - 3x upscaling
    SSIM· 2020-08-20
    0.871
    best: 0.902 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononBSD100 - 4x upscaling
    PSNR· 2020-08-20
    27.85
    best: 28.16 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononBSD100 - 4x upscaling
    SSIM· 2020-08-20
    0.7454
    best: 0.851 (Edge-informed SR)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • Super-ResolutiononBSD100 - 3x upscaling
    SSIM· 2020-08-20
    0.8116
    best: 0.8256 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767

Methodology38 results

  • 16konBSD100 - 8x upscaling
    SSIM· 2020-08-20
    0.6075
    SOTA
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konBSD100 - 3x upscaling
    PSNR· 2020-08-20
    29.41
    best: 29.67 (Hi-IR-L)
    SOTA
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konUrban100 - 8x upscaling
    PSNR· 2020-08-20
    23.2
    best: 23.24 (DRLN+)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konUrban100 - 8x upscaling
    SSIM· 2020-08-20
    0.6518
    best: 0.6523 (DRLN+)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konBSD100 - 2x upscaling
    PSNR· 2020-08-20
    32.45
    best: 33.12 (WaveMixSR-V2)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konBSD100 - 2x upscaling
    SSIM· 2020-08-20
    0.8431
    best: 0.9326 (WaveMixSR-V2)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konSet14 - 3x upscaling
    PSNR· 2020-08-20
    30.79
    best: 31.55 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konSet14 - 3x upscaling
    SSIM· 2020-08-20
    0.8487
    best: 0.8616 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konSet14 - 2x upscaling
    PSNR· 2020-08-20
    34.24
    best: 35.36 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konSet14 - 2x upscaling
    SSIM· 2020-08-20
    0.9224
    best: 0.9311 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konSet14 - 4x upscaling
    PSNR· 2020-08-20
    28.99
    best: 29.54 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konSet14 - 4x upscaling
    SSIM· 2020-08-20
    0.7907
    best: 0.894 (Edge-informed SR)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konManga109 - 8x upscaling
    PSNR· 2020-08-20
    25.54
    best: 25.71 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konManga109 - 8x upscaling
    SSIM· 2020-08-20
    0.808
    best: 0.813 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konSet5 - 3x upscaling
    PSNR· 2020-08-20
    34.85
    best: 35.35 (HMA†)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konSet5 - 3x upscaling
    SSIM· 2020-08-20
    0.93
    best: 0.938 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konManga109 - 4x upscaling
    PSNR· 2020-08-20
    31.73
    best: 33.19 (HMA†)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konManga109 - 4x upscaling
    SSIM· 2020-08-20
    0.9207
    best: 0.9366 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konUrban100 - 2x upscaling
    PSNR· 2020-08-20
    33.53
    best: 35.24 (HMA†)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konUrban100 - 2x upscaling
    SSIM· 2020-08-20
    0.9398
    best: 0.9516 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konManga109 - 3x upscaling
    PSNR· 2020-08-20
    34.87
    best: 36.12 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konManga109 - 3x upscaling
    SSIM· 2020-08-20
    0.9509
    best: 0.9588 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konSet14 - 8x upscaling
    PSNR· 2020-08-20
    25.39
    best: 25.41 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konSet14 - 8x upscaling
    SSIM· 2020-08-20
    0.6552
    best: 0.657 (DBPN-RES-MR64-3)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konBSD100 - 8x upscaling
    PSNR· 2020-08-20
    25.04
    best: 25.06 (DRLN+)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konSet5 - 2x upscaling
    PSNR· 2020-08-20
    38.33
    best: 39.14 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konSet5 - 2x upscaling
    SSIM· 2020-08-20
    0.9299
    best: 0.9663 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konManga109 - 2x upscaling
    PSNR· 2020-08-20
    39.62
    best: 41.22 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konManga109 - 2x upscaling
    SSIM· 2020-08-20
    0.9787
    best: 0.9846 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konSet5 - 8x upscaling
    PSNR· 2020-08-20
    27.47
    best: 29.03 (MFSRCNN)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konSet5 - 8x upscaling
    SSIM· 2020-08-20
    0.792
    best: 0.8299 (MFSRCNN)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konUrban100 - 4x upscaling
    PSNR· 2020-08-20
    27.02
    best: 28.72 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konUrban100 - 4x upscaling
    SSIM· 2020-08-20
    0.8131
    best: 0.9481 (SPSR)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konUrban100 - 3x upscaling
    PSNR· 2020-08-20
    29.21
    best: 31.07 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konUrban100 - 3x upscaling
    SSIM· 2020-08-20
    0.871
    best: 0.902 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konBSD100 - 4x upscaling
    PSNR· 2020-08-20
    27.85
    best: 28.16 (DRCT-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konBSD100 - 4x upscaling
    SSIM· 2020-08-20
    0.7454
    best: 0.851 (Edge-informed SR)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767
  • 16konBSD100 - 3x upscaling
    SSIM· 2020-08-20
    0.8116
    best: 0.8256 (Hi-IR-L)
    Single Image Super-Resolution via a Holistic Attention NetworkarXiv:2008.08767