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Models/cycleGAN

cycleGAN

Reported on 12 benchmarks across 3 tasks · 1 paper

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

Computer Vision4 results

  • Image-to-Image TranslationonBCI
    Average PSNR· 2022-04-25
    16.203
    best: 21.16 (pyramidpix2pix)
    BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pixarXiv:2204.11425
  • Image-to-Image TranslationonBCI
    SSIM· 2022-04-25
    0.373
    best: 0.477 (pyramidpix2pix)
    BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pixarXiv:2204.11425
  • Image-to-Image TranslationonLLVIP
    PSNR· 2022-04-25
    11.22
    best: 12.191 (pyramidpix2pix)
    BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pixarXiv:2204.11425
  • Image-to-Image TranslationonLLVIP
    SSIM· 2022-04-25
    0.214
    best: 0.278 (pyramidpix2pix)
    BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pixarXiv:2204.11425

Medical4 results

  • Image GenerationonBCI
    Average PSNR· 2022-04-25
    16.203
    best: 21.16 (pyramidpix2pix)
    BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pixarXiv:2204.11425
  • Image GenerationonBCI
    SSIM· 2022-04-25
    0.373
    best: 0.477 (pyramidpix2pix)
    BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pixarXiv:2204.11425
  • Image GenerationonLLVIP
    PSNR· 2022-04-25
    11.22
    best: 12.191 (pyramidpix2pix)
    BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pixarXiv:2204.11425
  • Image GenerationonLLVIP
    SSIM· 2022-04-25
    0.214
    best: 0.278 (pyramidpix2pix)
    BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pixarXiv:2204.11425

Miscellaneous4 results

  • 1 Image, 2*2 StitchingonBCI
    Average PSNR· 2022-04-25
    16.203
    best: 21.16 (pyramidpix2pix)
    BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pixarXiv:2204.11425
  • 1 Image, 2*2 StitchingonBCI
    SSIM· 2022-04-25
    0.373
    best: 0.477 (pyramidpix2pix)
    BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pixarXiv:2204.11425
  • 1 Image, 2*2 StitchingonLLVIP
    PSNR· 2022-04-25
    11.22
    best: 12.191 (pyramidpix2pix)
    BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pixarXiv:2204.11425
  • 1 Image, 2*2 StitchingonLLVIP
    SSIM· 2022-04-25
    0.214
    best: 0.278 (pyramidpix2pix)
    BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pixarXiv:2204.11425