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/PixelRL-SR

PixelRL-SR

Reported on 16 benchmarks across 4 tasks

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

Computer Vision8 results

  • Image Super-ResolutiononDIV2K val - 4x upscaling
    PSNR
    28.08
    best: 29.25 (EDSR)
  • Image Super-ResolutiononDIV2K val - 4x upscaling
    SSIM
    0.814
    best: 0.9017 (EDSR)
  • Image Super-ResolutiononUrban100 - 4x upscaling
    PSNR
    23.28
    best: 28.72 (Hi-IR-L)
  • Image Super-ResolutiononUrban100 - 4x upscaling
    SSIM
    0.7517
    best: 0.9481 (SPSR)
  • 3D Object Super-ResolutiononDIV2K val - 4x upscaling
    PSNR
    28.08
    best: 29.25 (EDSR)
  • 3D Object Super-ResolutiononDIV2K val - 4x upscaling
    SSIM
    0.814
    best: 0.9017 (EDSR)
  • 3D Object Super-ResolutiononUrban100 - 4x upscaling
    PSNR
    23.28
    best: 28.72 (Hi-IR-L)
  • 3D Object Super-ResolutiononUrban100 - 4x upscaling
    SSIM
    0.7517
    best: 0.9481 (SPSR)

Graphs4 results

  • Super-ResolutiononDIV2K val - 4x upscaling
    PSNR
    28.08
    best: 29.25 (EDSR)
  • Super-ResolutiononDIV2K val - 4x upscaling
    SSIM
    0.814
    best: 0.9017 (EDSR)
  • Super-ResolutiononUrban100 - 4x upscaling
    PSNR
    23.28
    best: 28.72 (Hi-IR-L)
  • Super-ResolutiononUrban100 - 4x upscaling
    SSIM
    0.7517
    best: 0.9481 (SPSR)

Methodology4 results

  • 16konDIV2K val - 4x upscaling
    PSNR
    28.08
    best: 29.25 (EDSR)
  • 16konDIV2K val - 4x upscaling
    SSIM
    0.814
    best: 0.9017 (EDSR)
  • 16konUrban100 - 4x upscaling
    PSNR
    23.28
    best: 28.72 (Hi-IR-L)
  • 16konUrban100 - 4x upscaling
    SSIM
    0.7517
    best: 0.9481 (SPSR)