TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/BEM

BEM

Reported on 13 benchmarks across 2 tasks

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

Computer Vision8 results

  • Image EnhancementonLOL
    Average PSNR
    26.83
    best: 29.185 (CFWD)
  • Image EnhancementonLOL
    LPIPS
    0.072
    best: 0.069 (BEM_)
  • Image EnhancementonLOL
    SSIM
    0.877
    best: 0.93 (PyDiff)
  • Image EnhancementonDICM
    NIQE
    3.55
    best: 4.58 (Zero-DCE)
  • Image EnhancementonVV
    NIQE
    2.91
    best: 9.87 (SNR-Aware)
  • Image EnhancementonNPE
    NIQE
    3.72
    best: 4.53 (Zero-DCE)
  • Image EnhancementonLIME
    NIQE
    3.56
    best: 5.82 (Zero-DCE)
  • Image EnhancementonMEF
    NIQE
    3.14
    best: 4.93 (Zero-DCE)

Natural Language Processing5 results

  • Word Sense DisambiguationonSupervised:
    SemEval 2007
    74.5
    best: 80.9 (SANDWiCH)
  • Word Sense DisambiguationonSupervised:
    SemEval 2013
    79.7
    best: 92.6 (SANDWiCH)
  • Word Sense DisambiguationonSupervised:
    SemEval 2015
    81.7
    best: 91.5 (SANDWiCH)
  • Word Sense DisambiguationonSupervised:
    Senseval 2
    79.4
    best: 87.8 (SANDWiCH)
  • Word Sense DisambiguationonSupervised:
    Senseval 3
    77.4
    best: 85.7 (SANDWiCH)