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/RetinexFormer

RetinexFormer

Reported on 12 benchmarks across 4 tasks · 1 paper

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

Audio6 results

  • 10-shot image generationonLOL-Blur
    Average PSNR· 2023-03-12
    22.904
    best: 26.572 (CIDNet)
    Retinexformer: One-stage Retinex-based Transformer for Low-light Image EnhancementarXiv:2303.06705
  • 10-shot image generationonLOL-Blur
    LPIPS· 2023-03-12
    0.236
    best: 0.12 (CIDNet)
    Retinexformer: One-stage Retinex-based Transformer for Low-light Image EnhancementarXiv:2303.06705
  • 10-shot image generationonLOL-Blur
    SSIM· 2023-03-12
    0.824
    best: 0.89 (CIDNet)
    Retinexformer: One-stage Retinex-based Transformer for Low-light Image EnhancementarXiv:2303.06705
  • 1 Image, 2*2 StitchionLOL-Blur
    Average PSNR· 2023-03-12
    22.904
    best: 26.572 (CIDNet)
    Retinexformer: One-stage Retinex-based Transformer for Low-light Image EnhancementarXiv:2303.06705
  • 1 Image, 2*2 StitchionLOL-Blur
    LPIPS· 2023-03-12
    0.236
    best: 0.12 (CIDNet)
    Retinexformer: One-stage Retinex-based Transformer for Low-light Image EnhancementarXiv:2303.06705
  • 1 Image, 2*2 StitchionLOL-Blur
    SSIM· 2023-03-12
    0.824
    best: 0.89 (CIDNet)
    Retinexformer: One-stage Retinex-based Transformer for Low-light Image EnhancementarXiv:2303.06705

Computer Vision3 results

  • Image DeblurringonLOL-Blur
    Average PSNR· 2023-03-12
    22.904
    best: 26.572 (CIDNet)
    Retinexformer: One-stage Retinex-based Transformer for Low-light Image EnhancementarXiv:2303.06705
  • Image DeblurringonLOL-Blur
    LPIPS· 2023-03-12
    0.236
    best: 0.12 (CIDNet)
    Retinexformer: One-stage Retinex-based Transformer for Low-light Image EnhancementarXiv:2303.06705
  • Image DeblurringonLOL-Blur
    SSIM· 2023-03-12
    0.824
    best: 0.89 (CIDNet)
    Retinexformer: One-stage Retinex-based Transformer for Low-light Image EnhancementarXiv:2303.06705

Methodology3 results

  • 16konLOL-Blur
    Average PSNR· 2023-03-12
    22.904
    best: 26.572 (CIDNet)
    Retinexformer: One-stage Retinex-based Transformer for Low-light Image EnhancementarXiv:2303.06705
  • 16konLOL-Blur
    LPIPS· 2023-03-12
    0.236
    best: 0.12 (CIDNet)
    Retinexformer: One-stage Retinex-based Transformer for Low-light Image EnhancementarXiv:2303.06705
  • 16konLOL-Blur
    SSIM· 2023-03-12
    0.824
    best: 0.89 (CIDNet)
    Retinexformer: One-stage Retinex-based Transformer for Low-light Image EnhancementarXiv:2303.06705