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Models/SwinIR

SwinIR

Reported on 115 benchmarks across 15 tasks · 1 paper · 26 SOTA

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

Computer Vision56 results

  • DenoisingonKodak24 sigma50
    PSNR· 2021-08-23
    29.79
    best: 30.13 (DMID-d(MMSE))
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • DenoisingonUrban100 sigma25
    PSNR· 2021-08-23
    32.9
    best: 33.34 (Hi-IR)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Denoisingonurban100 sigma15
    Average PSNR· 2021-08-23
    35.13
    best: 35.64 (AKDT)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • DenoisingonUrban100 sigma50
    PSNR· 2021-08-23
    29.82
    best: 30.59 (Hi-IR)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • DenoisingonUrban100 sigma15
    PSNR· 2021-08-23
    33.7
    best: 33.79 (Restormer)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Image Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2021-08-23
    29.15
    best: 29.54 (DRCT-L)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Image Super-ResolutiononManga109 - 4x upscaling
    PSNR· 2021-08-23
    32.22
    best: 33.19 (HMA†)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Image Super-ResolutiononManga109 - 4x upscaling
    SSIM· 2021-08-23
    0.9273
    best: 0.9366 (Hi-IR-L)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Image Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2021-08-23
    27.45
    best: 28.72 (Hi-IR-L)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2021-08-23
    29.15
    best: 29.54 (DRCT-L)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononManga109 - 4x upscaling
    PSNR· 2021-08-23
    32.22
    best: 33.19 (HMA†)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononManga109 - 4x upscaling
    SSIM· 2021-08-23
    0.9273
    best: 0.9366 (Hi-IR-L)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2021-08-23
    27.45
    best: 28.72 (Hi-IR-L)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2021-08-23
    0.895
    best: 0.623 (DFDnet)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2021-08-23
    0.618
    best: 0.758 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2021-08-23
    0.407
    best: 5.882 (SRMD)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2021-08-23
    25.12
    best: 31.669 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2021-08-23
    0.782
    best: 0.902 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2021-08-23
    4.799
    best: 7.628 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2021-08-23
    0.895
    best: 0.623 (DFDnet)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2021-08-23
    0.618
    best: 0.758 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2021-08-23
    0.407
    best: 5.882 (SRMD)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2021-08-23
    25.12
    best: 31.669 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2021-08-23
    0.782
    best: 0.902 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2021-08-23
    4.799
    best: 7.628 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2021-08-23
    0.895
    best: 0.623 (DFDnet)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2021-08-23
    0.618
    best: 0.758 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2021-08-23
    0.407
    best: 5.882 (SRMD)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2021-08-23
    25.12
    best: 31.669 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2021-08-23
    0.782
    best: 0.902 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2021-08-23
    4.799
    best: 7.628 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • DenoisingonUrban100 sigma10
    PSNR· 2021-08-23
    35.13
    best: 36.75 (Residual Dense Network +)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • DenoisingonUrban100 sigma25
    PSNR· 2021-08-23
    31.3
    best: 33.34 (Hi-IR)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • DenoisingonUrban100 sigma50
    PSNR· 2021-08-23
    27.98
    best: 30.59 (Hi-IR)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • DenoisingonBSD68 sigma15
    PSNR· 2021-08-23
    31.97
    best: 34.01 (RIDNet)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Image Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2021-08-23
    0.7958
    best: 0.894 (Edge-informed SR)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Image Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2021-08-23
    0.8254
    best: 0.9481 (SPSR)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2021-08-23
    0.895
    best: 0.623 (DFDnet)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2021-08-23
    0.618
    best: 0.758 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2021-08-23
    0.407
    best: 5.882 (SRMD)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2021-08-23
    25.12
    best: 31.669 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2021-08-23
    0.782
    best: 0.902 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2021-08-23
    4.799
    best: 7.628 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2021-08-23
    0.7958
    best: 0.894 (Edge-informed SR)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2021-08-23
    0.8254
    best: 0.9481 (SPSR)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2021-08-23
    0.895
    best: 0.623 (DFDnet)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2021-08-23
    0.618
    best: 0.758 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2021-08-23
    0.407
    best: 5.882 (SRMD)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2021-08-23
    25.12
    best: 31.669 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2021-08-23
    0.782
    best: 0.902 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2021-08-23
    4.799
    best: 7.628 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0
    0
    best: 0.722 (VRT)
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0
    0
    best: 0.722 (VRT)
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0
    0
    best: 0.722 (VRT)
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0
    0
    best: 0.722 (VRT)
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0
    0
    best: 0.722 (VRT)

Knowledge Base14 results

  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2021-08-23
    0.895
    best: 0.623 (DFDnet)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2021-08-23
    0.618
    best: 0.758 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2021-08-23
    0.407
    best: 5.882 (SRMD)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2021-08-23
    25.12
    best: 31.669 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2021-08-23
    0.782
    best: 0.902 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2021-08-23
    4.799
    best: 7.628 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2021-08-23
    0.895
    best: 0.623 (DFDnet)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2021-08-23
    0.618
    best: 0.758 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2021-08-23
    0.407
    best: 5.882 (SRMD)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2021-08-23
    25.12
    best: 31.669 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2021-08-23
    0.782
    best: 0.902 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2021-08-23
    4.799
    best: 7.628 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0
    0
    best: 0.722 (VRT)
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0
    0
    best: 0.722 (VRT)

Graphs13 results

  • Super-ResolutiononSet14 - 4x upscaling
    PSNR· 2021-08-23
    29.15
    best: 29.54 (DRCT-L)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononManga109 - 4x upscaling
    PSNR· 2021-08-23
    32.22
    best: 33.19 (HMA†)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononManga109 - 4x upscaling
    SSIM· 2021-08-23
    0.9273
    best: 0.9366 (Hi-IR-L)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononUrban100 - 4x upscaling
    PSNR· 2021-08-23
    27.45
    best: 28.72 (Hi-IR-L)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononSet14 - 4x upscaling
    SSIM· 2021-08-23
    0.7958
    best: 0.894 (Edge-informed SR)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononUrban100 - 4x upscaling
    SSIM· 2021-08-23
    0.8254
    best: 0.9481 (SPSR)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2021-08-23
    0.895
    best: 0.623 (DFDnet)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2021-08-23
    0.618
    best: 0.758 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2021-08-23
    0.407
    best: 5.882 (SRMD)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2021-08-23
    25.12
    best: 31.669 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2021-08-23
    0.782
    best: 0.902 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2021-08-23
    4.799
    best: 7.628 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0
    0
    best: 0.722 (VRT)

Methodology13 results

  • 16konSet14 - 4x upscaling
    PSNR· 2021-08-23
    29.15
    best: 29.54 (DRCT-L)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 16konManga109 - 4x upscaling
    PSNR· 2021-08-23
    32.22
    best: 33.19 (HMA†)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 16konManga109 - 4x upscaling
    SSIM· 2021-08-23
    0.9273
    best: 0.9366 (Hi-IR-L)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 16konUrban100 - 4x upscaling
    PSNR· 2021-08-23
    27.45
    best: 28.72 (Hi-IR-L)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2021-08-23
    0.895
    best: 0.623 (DFDnet)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2021-08-23
    0.618
    best: 0.758 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2021-08-23
    0.407
    best: 5.882 (SRMD)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2021-08-23
    25.12
    best: 31.669 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2021-08-23
    0.782
    best: 0.902 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2021-08-23
    4.799
    best: 7.628 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 16konSet14 - 4x upscaling
    SSIM· 2021-08-23
    0.7958
    best: 0.894 (Edge-informed SR)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 16konUrban100 - 4x upscaling
    SSIM· 2021-08-23
    0.8254
    best: 0.9481 (SPSR)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0
    0
    best: 0.722 (VRT)

Adversarial9 results

  • 3D ArchitectureonKodak24 sigma50
    PSNR· 2021-08-23
    29.79
    best: 30.13 (DMID-d(MMSE))
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D ArchitectureonUrban100 sigma25
    PSNR· 2021-08-23
    32.9
    best: 33.34 (Hi-IR)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Architectureonurban100 sigma15
    Average PSNR· 2021-08-23
    35.13
    best: 35.64 (AKDT)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D ArchitectureonUrban100 sigma50
    PSNR· 2021-08-23
    29.82
    best: 30.59 (Hi-IR)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D ArchitectureonUrban100 sigma15
    PSNR· 2021-08-23
    33.7
    best: 33.79 (Restormer)
    SOTA
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D ArchitectureonUrban100 sigma10
    PSNR· 2021-08-23
    35.13
    best: 36.75 (Residual Dense Network +)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D ArchitectureonUrban100 sigma25
    PSNR· 2021-08-23
    31.3
    best: 33.34 (Hi-IR)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D ArchitectureonUrban100 sigma50
    PSNR· 2021-08-23
    27.98
    best: 30.59 (Hi-IR)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D ArchitectureonBSD68 sigma15
    PSNR· 2021-08-23
    31.97
    best: 34.01 (RIDNet)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257

Playing Games7 results

  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2021-08-23
    0.895
    best: 0.623 (DFDnet)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2021-08-23
    0.618
    best: 0.758 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2021-08-23
    0.407
    best: 5.882 (SRMD)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2021-08-23
    25.12
    best: 31.669 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2021-08-23
    0.782
    best: 0.902 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2021-08-23
    4.799
    best: 7.628 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0
    0
    best: 0.722 (VRT)

Audio7 results

  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2021-08-23
    0.895
    best: 0.623 (DFDnet)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2021-08-23
    0.618
    best: 0.758 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2021-08-23
    0.407
    best: 5.882 (SRMD)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2021-08-23
    25.12
    best: 31.669 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2021-08-23
    0.782
    best: 0.902 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2021-08-23
    4.799
    best: 7.628 (VRT)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0
    0
    best: 0.722 (VRT)