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Models/MambaIR

MambaIR

Reported on 8 benchmarks across 4 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 Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2024-02-23
    29.2
    best: 29.54 (DRCT-L)
    MambaIR: A Simple Baseline for Image Restoration with State-Space ModelarXiv:2402.15648
  • Image Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2024-02-23
    0.7961
    best: 0.894 (Edge-informed SR)
    MambaIR: A Simple Baseline for Image Restoration with State-Space ModelarXiv:2402.15648
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2024-02-23
    29.2
    best: 29.54 (DRCT-L)
    MambaIR: A Simple Baseline for Image Restoration with State-Space ModelarXiv:2402.15648
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2024-02-23
    0.7961
    best: 0.894 (Edge-informed SR)
    MambaIR: A Simple Baseline for Image Restoration with State-Space ModelarXiv:2402.15648

Graphs2 results

  • Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2024-02-23
    29.2
    best: 29.54 (DRCT-L)
    MambaIR: A Simple Baseline for Image Restoration with State-Space ModelarXiv:2402.15648
  • Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2024-02-23
    0.7961
    best: 0.894 (Edge-informed SR)
    MambaIR: A Simple Baseline for Image Restoration with State-Space ModelarXiv:2402.15648

Methodology2 results

  • 16konSet14 - 4x upscaling
    PSNR· 2024-02-23
    29.2
    best: 29.54 (DRCT-L)
    MambaIR: A Simple Baseline for Image Restoration with State-Space ModelarXiv:2402.15648
  • 16konSet14 - 4x upscaling
    SSIM· 2024-02-23
    0.7961
    best: 0.894 (Edge-informed SR)
    MambaIR: A Simple Baseline for Image Restoration with State-Space ModelarXiv:2402.15648