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Models/Zero-DCE

Zero-DCE

Reported on 15 benchmarks across 1 task · 1 paper · 15 SOTA

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

Computer Vision15 results

  • Image EnhancementonDICM
    BRISQUE· 2020-01-19
    27.56
    best: 33.31 (PairLIE)
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826
  • Image EnhancementonDICM
    NIQE· 2020-01-19
    4.58
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826
  • Image EnhancementonDICM
    User Study Score· 2020-01-19
    3.52
    best: 3.71 (Retinexformer)
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826
  • Image EnhancementonVV
    BRISQUE· 2020-01-19
    34.66
    best: 78.72 (SNR-Aware)
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826
  • Image EnhancementonVV
    NIQE· 2020-01-19
    4.81
    best: 9.87 (SNR-Aware)
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826
  • Image EnhancementonVV
    User Study Score· 2020-01-19
    3.24
    best: 3.61 (Rextinexformer)
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826
  • Image EnhancementonNPE
    BRISQUE· 2020-01-19
    20.72
    best: 28.27 (PairLIE)
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826
  • Image EnhancementonNPE
    NIQE· 2020-01-19
    4.53
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826
  • Image EnhancementonNPE
    User Study Score· 2020-01-19
    3.81
    best: 4.17 (Retinexformer)
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826
  • Image EnhancementonLIME
    BRISQUE· 2020-01-19
    20.44
    best: 39.22 (SNR-Aware)
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826
  • Image EnhancementonLIME
    NIQE· 2020-01-19
    5.82
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826
  • Image EnhancementonLIME
    User Study Score· 2020-01-19
    3.8
    best: 4.3 (Rextinexformer)
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826
  • Image EnhancementonMEF
    BRISQUE· 2020-01-19
    17.32
    best: 27.53 (PairLIE)
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826
  • Image EnhancementonMEF
    NIQE· 2020-01-19
    4.93
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826
  • Image EnhancementonMEF
    User Study Score· 2020-01-19
    3.87
    best: 3.91 (Retinexformer)
    SOTA
    Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementarXiv:2001.06826