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Models/DeepRED

DeepRED

Reported on 12 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 Vision6 results

  • Image Super-ResolutiononSet14 - 8x upscaling
    PSNR· 2019-03-25
    24.28
    best: 25.41 (DBPN-RES-MR64-3)
    SOTA
    DeepRED: Deep Image Prior Powered by REDarXiv:1903.10176
  • Image Super-ResolutiononSet5 - 8x upscaling
    PSNR· 2019-03-25
    26.04
    best: 29.03 (MFSRCNN)
    SOTA
    DeepRED: Deep Image Prior Powered by REDarXiv:1903.10176
  • 3D Object Super-ResolutiononSet14 - 8x upscaling
    PSNR· 2019-03-25
    24.28
    best: 25.41 (DBPN-RES-MR64-3)
    SOTA
    DeepRED: Deep Image Prior Powered by REDarXiv:1903.10176
  • 3D Object Super-ResolutiononSet5 - 8x upscaling
    PSNR· 2019-03-25
    26.04
    best: 29.03 (MFSRCNN)
    SOTA
    DeepRED: Deep Image Prior Powered by REDarXiv:1903.10176
  • Image Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2019-03-25
    27.63
    best: 29.54 (DRCT-L)
    DeepRED: Deep Image Prior Powered by REDarXiv:1903.10176
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2019-03-25
    27.63
    best: 29.54 (DRCT-L)
    DeepRED: Deep Image Prior Powered by REDarXiv:1903.10176

Graphs3 results

  • Super-ResolutiononSet14 - 8x upscaling
    PSNR· 2019-03-25
    24.28
    best: 25.41 (DBPN-RES-MR64-3)
    SOTA
    DeepRED: Deep Image Prior Powered by REDarXiv:1903.10176
  • Super-ResolutiononSet5 - 8x upscaling
    PSNR· 2019-03-25
    26.04
    best: 29.03 (MFSRCNN)
    SOTA
    DeepRED: Deep Image Prior Powered by REDarXiv:1903.10176
  • Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2019-03-25
    27.63
    best: 29.54 (DRCT-L)
    DeepRED: Deep Image Prior Powered by REDarXiv:1903.10176

Methodology3 results

  • 16konSet14 - 8x upscaling
    PSNR· 2019-03-25
    24.28
    best: 25.41 (DBPN-RES-MR64-3)
    SOTA
    DeepRED: Deep Image Prior Powered by REDarXiv:1903.10176
  • 16konSet5 - 8x upscaling
    PSNR· 2019-03-25
    26.04
    best: 29.03 (MFSRCNN)
    SOTA
    DeepRED: Deep Image Prior Powered by REDarXiv:1903.10176
  • 16konSet14 - 4x upscaling
    PSNR· 2019-03-25
    27.63
    best: 29.54 (DRCT-L)
    DeepRED: Deep Image Prior Powered by REDarXiv:1903.10176