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Models/IRN

IRN

Reported on 72 benchmarks across 2 tasks · 1 paper · 72 SOTA

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

Graphs36 results

  • Super-ResolutiononSet5-4x
    PSNR· 2020-05-12
    36.19
    best: 36.29 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononSet5-4x
    SSIM· 2020-05-12
    0.9451
    best: 0.9452 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q90-2x
    PSNR· 2020-05-12
    32.91
    best: 36.3 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q90-2x
    SSIM· 2020-05-12
    0.9023
    best: 0.9478 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-2x
    PSNR· 2020-05-12
    44.32
    best: 45.46 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-2x
    SSIM· 2020-05-12
    0.9908
    best: 0.9932 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q30-2x
    PSNR· 2020-05-12
    29.24
    best: 31.89 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q30-2x
    SSIM· 2020-05-12
    0.8051
    best: 0.8912 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononUrban100-2x
    PSNR· 2020-05-12
    39.92
    best: 41.05 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononUrban100-2x
    SSIM· 2020-05-12
    0.9865
    best: 0.9899 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononSet5-2x
    PSNR· 2020-05-12
    43.99
    best: 44.86 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononSet5-2x
    SSIM· 2020-05-12
    0.9871
    best: 0.9883 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q70-2x
    PSNR· 2020-05-12
    31.14
    best: 35.2 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q70-2x
    SSIM· 2020-05-12
    0.8604
    best: 0.9384 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q70-4x
    PSNR· 2020-05-12
    27.24
    best: 30.34 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q70-4x
    SSIM· 2020-05-12
    0.7328
    best: 0.8421 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononBSD100-2x
    PSNR· 2020-05-12
    41.32
    best: 42.68 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononBSD100-2x
    SSIM· 2020-05-12
    0.9876
    best: 0.9913 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q30-4x
    PSNR· 2020-05-12
    25.98
    best: 28.08 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q30-4x
    SSIM· 2020-05-12
    0.6867
    best: 0.7893 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononBSD100-4x
    PSNR· 2020-05-12
    31.64
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononBSD100-4x
    SSIM· 2020-05-12
    0.8826
    best: 0.8837 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-4x
    PSNR· 2020-05-12
    35.07
    best: 35.1 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-4x
    SSIM· 2020-05-12
    0.9318
    best: 0.9328 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononSet14-4x
    PSNR· 2020-05-12
    32.67
    best: 32.7 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononSet14-4x
    SSIM· 2020-05-12
    0.9015
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q90-4x
    PSNR· 2020-05-12
    28.42
    best: 30.92 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q90-4x
    SSIM· 2020-05-12
    0.7777
    best: 0.8517 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononUrban100-4x
    PSNR· 2020-05-12
    31.41
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononUrban100-4x
    SSIM· 2020-05-12
    0.9157
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononSet14-2x
    PSNR· 2020-05-12
    40.79
    best: 41.7 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononSet14-2x
    SSIM· 2020-05-12
    0.9778
    best: 0.9809 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q50-2x
    PSNR· 2020-05-12
    30.2
    best: 33.71 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q50-2x
    SSIM· 2020-05-12
    0.8342
    best: 0.921 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q50-4x
    PSNR· 2020-05-12
    26.62
    best: 29.43 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • Super-ResolutiononDIV2K val-q50-4x
    SSIM· 2020-05-12
    0.7096
    best: 0.8237 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650

Computer Vision36 results

  • 3D Object Super-ResolutiononSet5-4x
    PSNR· 2020-05-12
    36.19
    best: 36.29 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononSet5-4x
    SSIM· 2020-05-12
    0.9451
    best: 0.9452 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q90-2x
    PSNR· 2020-05-12
    32.91
    best: 36.3 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q90-2x
    SSIM· 2020-05-12
    0.9023
    best: 0.9478 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-2x
    PSNR· 2020-05-12
    44.32
    best: 45.46 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-2x
    SSIM· 2020-05-12
    0.9908
    best: 0.9932 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q30-2x
    PSNR· 2020-05-12
    29.24
    best: 31.89 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q30-2x
    SSIM· 2020-05-12
    0.8051
    best: 0.8912 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononUrban100-2x
    PSNR· 2020-05-12
    39.92
    best: 41.05 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononUrban100-2x
    SSIM· 2020-05-12
    0.9865
    best: 0.9899 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononSet5-2x
    PSNR· 2020-05-12
    43.99
    best: 44.86 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononSet5-2x
    SSIM· 2020-05-12
    0.9871
    best: 0.9883 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q70-2x
    PSNR· 2020-05-12
    31.14
    best: 35.2 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q70-2x
    SSIM· 2020-05-12
    0.8604
    best: 0.9384 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q70-4x
    PSNR· 2020-05-12
    27.24
    best: 30.34 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q70-4x
    SSIM· 2020-05-12
    0.7328
    best: 0.8421 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononBSD100-2x
    PSNR· 2020-05-12
    41.32
    best: 42.68 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononBSD100-2x
    SSIM· 2020-05-12
    0.9876
    best: 0.9913 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q30-4x
    PSNR· 2020-05-12
    25.98
    best: 28.08 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q30-4x
    SSIM· 2020-05-12
    0.6867
    best: 0.7893 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononBSD100-4x
    PSNR· 2020-05-12
    31.64
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononBSD100-4x
    SSIM· 2020-05-12
    0.8826
    best: 0.8837 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-4x
    PSNR· 2020-05-12
    35.07
    best: 35.1 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-4x
    SSIM· 2020-05-12
    0.9318
    best: 0.9328 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononSet14-4x
    PSNR· 2020-05-12
    32.67
    best: 32.7 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononSet14-4x
    SSIM· 2020-05-12
    0.9015
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q90-4x
    PSNR· 2020-05-12
    28.42
    best: 30.92 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q90-4x
    SSIM· 2020-05-12
    0.7777
    best: 0.8517 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononUrban100-4x
    PSNR· 2020-05-12
    31.41
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononUrban100-4x
    SSIM· 2020-05-12
    0.9157
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononSet14-2x
    PSNR· 2020-05-12
    40.79
    best: 41.7 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononSet14-2x
    SSIM· 2020-05-12
    0.9778
    best: 0.9809 (T-IRN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q50-2x
    PSNR· 2020-05-12
    30.2
    best: 33.71 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q50-2x
    SSIM· 2020-05-12
    0.8342
    best: 0.921 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q50-4x
    PSNR· 2020-05-12
    26.62
    best: 29.43 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650
  • 3D Object Super-ResolutiononDIV2K val-q50-4x
    SSIM· 2020-05-12
    0.7096
    best: 0.8237 (T-SAIN)
    SOTA
    Invertible Image RescalingarXiv:2005.05650