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/LYT-Net

LYT-Net

Reported on 11 benchmarks across 1 task · 1 paper · 4 SOTA

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

Computer Vision11 results

  • Image EnhancementonLOL
    LPIPS· 2024-01-26
    0.071
    best: 0.069 (BEM_)
    SOTA
    LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image EnhancementarXiv:2401.15204
  • Image EnhancementonLOLv2
    LPIPS· 2024-01-26
    0.078
    SOTA
    LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image EnhancementarXiv:2401.15204
  • Image EnhancementonLOLv2-synthetic
    Average PSNR· 2024-01-26
    29.38
    best: 29.95 (DPEC_)
    SOTA
    LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image EnhancementarXiv:2401.15204
  • Image EnhancementonLOLv2-synthetic
    LPIPS· 2024-01-26
    0.037
    SOTA
    LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image EnhancementarXiv:2401.15204
  • Image EnhancementonLOL
    Average PSNR· 2024-01-26
    27.23
    best: 29.185 (CFWD)
    LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image EnhancementarXiv:2401.15204
  • Image EnhancementonLOL
    FLOPS (G)· 2024-01-26
    3.49
    best: 15.57 (Retinexformer_)
    LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image EnhancementarXiv:2401.15204
  • Image EnhancementonLOL
    Params (M)· 2024-01-26
    0.045
    best: 2.8 (KAN-T)
    LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image EnhancementarXiv:2401.15204
  • Image EnhancementonLOL
    SSIM· 2024-01-26
    0.853
    best: 0.93 (PyDiff)
    LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image EnhancementarXiv:2401.15204
  • Image EnhancementonLOLv2
    Average PSNR· 2024-01-26
    27.8
    best: 29.855 (CFWD)
    LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image EnhancementarXiv:2401.15204
  • Image EnhancementonLOLv2
    SSIM· 2024-01-26
    0.873
    best: 0.927 (LLFlow)
    LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image EnhancementarXiv:2401.15204
  • Image EnhancementonLOLv2-synthetic
    SSIM· 2024-01-26
    0.939
    best: 0.958 (GLARE)
    LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image EnhancementarXiv:2401.15204