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Models/FFA-Net

FFA-Net

Reported on 22 benchmarks across 2 tasks · 1 paper · 20 SOTA

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

Computer Vision22 results

  • DehazingonHaze4k
    PSNR· 2019-11-18
    26.96
    best: 35.73 (CasDyF-Net)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • DehazingonHaze4k
    SSIM· 2019-11-18
    0.95
    best: 0.992 (MixDehazeNet)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • DehazingonSOTS Indoor
    PSNR· 2019-11-18
    36.39
    best: 42.72 (ConvIR)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • DehazingonSOTS Indoor
    SSIM· 2019-11-18
    0.989
    best: 0.997 (ConvIR)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • DehazingonKITTI
    PSNR· 2019-11-18
    27.45
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • DehazingonRESIDE-6K
    PSNR· 2019-11-18
    29.96
    best: 31.45 (DehazeFormer-B)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • DehazingonRESIDE-6K
    SSIM· 2019-11-18
    0.973
    best: 0.98 (DehazeFormer-B)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • DehazingonRS-Haze
    PSNR· 2019-11-18
    39.39
    best: 39.87 (DehazeFormer-B)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • DehazingonRS-Haze
    SSIM· 2019-11-18
    0.969
    best: 0.971 (DehazeFormer-B)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • DehazingonSOTS Outdoor
    PSNR· 2019-11-18
    33.57
    best: 40.73 (ChaIR)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • Image DehazingonHaze4k
    PSNR· 2019-11-18
    26.96
    best: 35.73 (CasDyF-Net)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • Image DehazingonHaze4k
    SSIM· 2019-11-18
    0.95
    best: 0.992 (MixDehazeNet)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • Image DehazingonSOTS Indoor
    PSNR· 2019-11-18
    36.39
    best: 42.72 (ConvIR)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • Image DehazingonSOTS Indoor
    SSIM· 2019-11-18
    0.989
    best: 0.997 (ConvIR)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • Image DehazingonKITTI
    PSNR· 2019-11-18
    27.45
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • Image DehazingonRESIDE-6K
    PSNR· 2019-11-18
    29.96
    best: 31.45 (DehazeFormer-B)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • Image DehazingonRESIDE-6K
    SSIM· 2019-11-18
    0.973
    best: 0.98 (DehazeFormer-B)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • Image DehazingonRS-Haze
    PSNR· 2019-11-18
    39.39
    best: 39.87 (DehazeFormer-B)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • Image DehazingonRS-Haze
    SSIM· 2019-11-18
    0.969
    best: 0.971 (DehazeFormer-B)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • Image DehazingonSOTS Outdoor
    PSNR· 2019-11-18
    33.57
    best: 40.73 (ChaIR)
    SOTA
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • DehazingonSOTS Outdoor
    SSIM· 2019-11-18
    0.9804
    best: 0.997 (ChaIR)
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559
  • Image DehazingonSOTS Outdoor
    SSIM· 2019-11-18
    0.9804
    best: 0.997 (ChaIR)
    FFA-Net: Feature Fusion Attention Network for Single Image DehazingarXiv:1911.07559