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Models/gUNet-D

gUNet-D

Reported on 16 benchmarks across 2 tasks · 1 paper · 10 SOTA

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

Computer Vision16 results

  • DehazingonHaze4k
    PSNR· 2022-09-23
    33.52
    best: 35.73 (CasDyF-Net)
    SOTA
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • DehazingonHaze4k
    SSIM· 2022-09-23
    0.988
    best: 0.992 (MixDehazeNet)
    SOTA
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • DehazingonSOTS Indoor
    PSNR· 2022-09-23
    41.34
    best: 42.72 (ConvIR)
    SOTA
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • DehazingonSOTS Outdoor
    PSNR· 2022-09-23
    36.64
    best: 40.73 (ChaIR)
    SOTA
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • DehazingonSOTS Outdoor
    SSIM· 2022-09-23
    0.986
    best: 0.997 (ChaIR)
    SOTA
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • Image DehazingonHaze4k
    PSNR· 2022-09-23
    33.52
    best: 35.73 (CasDyF-Net)
    SOTA
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • Image DehazingonHaze4k
    SSIM· 2022-09-23
    0.988
    best: 0.992 (MixDehazeNet)
    SOTA
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • Image DehazingonSOTS Indoor
    PSNR· 2022-09-23
    41.34
    best: 42.72 (ConvIR)
    SOTA
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • Image DehazingonSOTS Outdoor
    PSNR· 2022-09-23
    36.64
    best: 40.73 (ChaIR)
    SOTA
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • Image DehazingonSOTS Outdoor
    SSIM· 2022-09-23
    0.986
    best: 0.997 (ChaIR)
    SOTA
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • DehazingonSOTS Indoor
    SSIM· 2022-09-23
    0.996
    best: 0.997 (ConvIR)
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • DehazingonRS-Haze
    PSNR· 2022-09-23
    39.7
    best: 39.87 (DehazeFormer-B)
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • DehazingonRS-Haze
    SSIM· 2022-09-23
    0.971
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • Image DehazingonSOTS Indoor
    SSIM· 2022-09-23
    0.996
    best: 0.997 (ConvIR)
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • Image DehazingonRS-Haze
    PSNR· 2022-09-23
    39.7
    best: 39.87 (DehazeFormer-B)
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448
  • Image DehazingonRS-Haze
    SSIM· 2022-09-23
    0.971
    Rethinking Performance Gains in Image Dehazing NetworksarXiv:2209.11448