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Models/DBSR

DBSR

Reported on 24 benchmarks across 4 tasks · 1 paper · 24 SOTA

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

Computer Vision12 results

  • Image Super-ResolutiononSyntheticBurst
    LPIPS· 2021-01-26
    0.081
    best: 0.025 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • Image Super-ResolutiononSyntheticBurst
    PSNR· 2021-01-26
    39.17
    best: 43.62 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • Image Super-ResolutiononSyntheticBurst
    SSIM· 2021-01-26
    0.946
    best: 0.975 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • Image Super-ResolutiononBurstSR
    LPIPS· 2021-01-26
    0.029
    best: 0.021 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • Image Super-ResolutiononBurstSR
    PSNR· 2021-01-26
    47.7
    best: 49.12 (BurstM)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • Image Super-ResolutiononBurstSR
    SSIM· 2021-01-26
    0.984
    best: 0.987 (BurstM)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • 3D Object Super-ResolutiononSyntheticBurst
    LPIPS· 2021-01-26
    0.081
    best: 0.025 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • 3D Object Super-ResolutiononSyntheticBurst
    PSNR· 2021-01-26
    39.17
    best: 43.62 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • 3D Object Super-ResolutiononSyntheticBurst
    SSIM· 2021-01-26
    0.946
    best: 0.975 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • 3D Object Super-ResolutiononBurstSR
    LPIPS· 2021-01-26
    0.029
    best: 0.021 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • 3D Object Super-ResolutiononBurstSR
    PSNR· 2021-01-26
    47.7
    best: 49.12 (BurstM)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • 3D Object Super-ResolutiononBurstSR
    SSIM· 2021-01-26
    0.984
    best: 0.987 (BurstM)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997

Graphs6 results

  • Super-ResolutiononSyntheticBurst
    LPIPS· 2021-01-26
    0.081
    best: 0.025 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • Super-ResolutiononSyntheticBurst
    PSNR· 2021-01-26
    39.17
    best: 43.62 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • Super-ResolutiononSyntheticBurst
    SSIM· 2021-01-26
    0.946
    best: 0.975 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • Super-ResolutiononBurstSR
    LPIPS· 2021-01-26
    0.029
    best: 0.021 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • Super-ResolutiononBurstSR
    PSNR· 2021-01-26
    47.7
    best: 49.12 (BurstM)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • Super-ResolutiononBurstSR
    SSIM· 2021-01-26
    0.984
    best: 0.987 (BurstM)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997

Methodology6 results

  • 16konSyntheticBurst
    LPIPS· 2021-01-26
    0.081
    best: 0.025 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • 16konSyntheticBurst
    PSNR· 2021-01-26
    39.17
    best: 43.62 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • 16konSyntheticBurst
    SSIM· 2021-01-26
    0.946
    best: 0.975 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • 16konBurstSR
    LPIPS· 2021-01-26
    0.029
    best: 0.021 (BSRT-Large)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • 16konBurstSR
    PSNR· 2021-01-26
    47.7
    best: 49.12 (BurstM)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997
  • 16konBurstSR
    SSIM· 2021-01-26
    0.984
    best: 0.987 (BurstM)
    SOTA
    Deep Burst Super-ResolutionarXiv:2101.10997