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Models/MFIR

MFIR

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· 2021-08-18
    0.045
    best: 0.025 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • Image Super-ResolutiononSyntheticBurst
    PSNR· 2021-08-18
    41.56
    best: 43.62 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • Image Super-ResolutiononSyntheticBurst
    SSIM· 2021-08-18
    0.964
    best: 0.975 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • Image Super-ResolutiononBurstSR
    LPIPS· 2021-08-18
    0.023
    best: 0.021 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • Image Super-ResolutiononBurstSR
    PSNR· 2021-08-18
    48.33
    best: 49.12 (BurstM)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • Image Super-ResolutiononBurstSR
    SSIM· 2021-08-18
    0.985
    best: 0.987 (BurstM)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • 3D Object Super-ResolutiononSyntheticBurst
    LPIPS· 2021-08-18
    0.045
    best: 0.025 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • 3D Object Super-ResolutiononSyntheticBurst
    PSNR· 2021-08-18
    41.56
    best: 43.62 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • 3D Object Super-ResolutiononSyntheticBurst
    SSIM· 2021-08-18
    0.964
    best: 0.975 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • 3D Object Super-ResolutiononBurstSR
    LPIPS· 2021-08-18
    0.023
    best: 0.021 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • 3D Object Super-ResolutiononBurstSR
    PSNR· 2021-08-18
    48.33
    best: 49.12 (BurstM)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • 3D Object Super-ResolutiononBurstSR
    SSIM· 2021-08-18
    0.985
    best: 0.987 (BurstM)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286

Graphs6 results

  • Super-ResolutiononSyntheticBurst
    LPIPS· 2021-08-18
    0.045
    best: 0.025 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • Super-ResolutiononSyntheticBurst
    PSNR· 2021-08-18
    41.56
    best: 43.62 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • Super-ResolutiononSyntheticBurst
    SSIM· 2021-08-18
    0.964
    best: 0.975 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • Super-ResolutiononBurstSR
    LPIPS· 2021-08-18
    0.023
    best: 0.021 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • Super-ResolutiononBurstSR
    PSNR· 2021-08-18
    48.33
    best: 49.12 (BurstM)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • Super-ResolutiononBurstSR
    SSIM· 2021-08-18
    0.985
    best: 0.987 (BurstM)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286

Methodology6 results

  • 16konSyntheticBurst
    LPIPS· 2021-08-18
    0.045
    best: 0.025 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • 16konSyntheticBurst
    PSNR· 2021-08-18
    41.56
    best: 43.62 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • 16konSyntheticBurst
    SSIM· 2021-08-18
    0.964
    best: 0.975 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • 16konBurstSR
    LPIPS· 2021-08-18
    0.023
    best: 0.021 (BSRT-Large)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • 16konBurstSR
    PSNR· 2021-08-18
    48.33
    best: 49.12 (BurstM)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286
  • 16konBurstSR
    SSIM· 2021-08-18
    0.985
    best: 0.987 (BurstM)
    SOTA
    Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingarXiv:2108.08286