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/DCSCN

DCSCN

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

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

Computer Vision4 results

  • Image Super-ResolutiononSet14 - 2x upscaling
    PSNR· 2017-07-18
    33.05
    best: 35.36 (DRCT-L)
    SOTA
    Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in NetworkarXiv:1707.05425
  • 3D Object Super-ResolutiononSet14 - 2x upscaling
    PSNR· 2017-07-18
    33.05
    best: 35.36 (DRCT-L)
    SOTA
    Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in NetworkarXiv:1707.05425
  • Image Super-ResolutiononSet14 - 2x upscaling
    SSIM· 2017-07-18
    0.9126
    best: 0.9311 (Hi-IR-L)
    Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in NetworkarXiv:1707.05425
  • 3D Object Super-ResolutiononSet14 - 2x upscaling
    SSIM· 2017-07-18
    0.9126
    best: 0.9311 (Hi-IR-L)
    Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in NetworkarXiv:1707.05425

Graphs2 results

  • Super-ResolutiononSet14 - 2x upscaling
    PSNR· 2017-07-18
    33.05
    best: 35.36 (DRCT-L)
    SOTA
    Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in NetworkarXiv:1707.05425
  • Super-ResolutiononSet14 - 2x upscaling
    SSIM· 2017-07-18
    0.9126
    best: 0.9311 (Hi-IR-L)
    Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in NetworkarXiv:1707.05425

Methodology2 results

  • 16konSet14 - 2x upscaling
    PSNR· 2017-07-18
    33.05
    best: 35.36 (DRCT-L)
    SOTA
    Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in NetworkarXiv:1707.05425
  • 16konSet14 - 2x upscaling
    SSIM· 2017-07-18
    0.9126
    best: 0.9311 (Hi-IR-L)
    Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in NetworkarXiv:1707.05425