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/SERAN

SERAN

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-ResolutiononIXI
    PSNR 2x T2w
    40.3
    best: 40.43 (EDSR+MMHCA)
  • Image Super-ResolutiononIXI
    PSNR 4x T2w
    32.62
    best: 32.7 (EDSR+MMHCA)
  • Image Super-ResolutiononIXI
    SSIM 4x T2w
    0.9472
  • Image Super-ResolutiononIXI
    SSIM for 2x T2w
    0.9874
    best: 0.9877 (EDSR+MMHCA)
  • 3D Object Super-ResolutiononIXI
    PSNR 2x T2w
    40.3
    best: 40.43 (EDSR+MMHCA)
  • 3D Object Super-ResolutiononIXI
    PSNR 4x T2w
    32.62
    best: 32.7 (EDSR+MMHCA)
  • 3D Object Super-ResolutiononIXI
    SSIM 4x T2w
    0.9472
  • 3D Object Super-ResolutiononIXI
    SSIM for 2x T2w
    0.9874
    best: 0.9877 (EDSR+MMHCA)

Graphs4 results

  • Super-ResolutiononIXI
    PSNR 2x T2w
    40.3
    best: 40.43 (EDSR+MMHCA)
  • Super-ResolutiononIXI
    PSNR 4x T2w
    32.62
    best: 32.7 (EDSR+MMHCA)
  • Super-ResolutiononIXI
    SSIM 4x T2w
    0.9472
  • Super-ResolutiononIXI
    SSIM for 2x T2w
    0.9874
    best: 0.9877 (EDSR+MMHCA)

Methodology4 results

  • 16konIXI
    PSNR 2x T2w
    40.3
    best: 40.43 (EDSR+MMHCA)
  • 16konIXI
    PSNR 4x T2w
    32.62
    best: 32.7 (EDSR+MMHCA)
  • 16konIXI
    SSIM 4x T2w
    0.9472
  • 16konIXI
    SSIM for 2x T2w
    0.9874
    best: 0.9877 (EDSR+MMHCA)