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Models/ExpandNet

ExpandNet

Reported on 8 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Computer Vision8 results

  • inverse tone mappingonVDS dataset: Multi exposure stack-based inverse tone mapping
    HDR-VDP-3· 2018-03-06
    6.19
    best: 8.95 (Deep Conditional HDRI)
    SOTA
    ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range ContentarXiv:1803.02266
  • inverse tone mappingonVDS dataset: Multi exposure stack-based inverse tone mapping
    PU21-PSNR· 2018-03-06
    17.42
    best: 31.15 (Deep Conditional HDRI)
    SOTA
    ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range ContentarXiv:1803.02266
  • inverse tone mappingonVDS dataset: Multi exposure stack-based inverse tone mapping
    PU21-SSIM· 2018-03-06
    0.3612
    best: 0.9537 (Deep Conditional HDRI)
    SOTA
    ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range ContentarXiv:1803.02266
  • Inverse-Tone-MappingonVDS dataset: Multi exposure stack-based inverse tone mapping
    HDR-VDP-3· 2018-03-06
    6.19
    best: 8.95 (Deep Conditional HDRI)
    SOTA
    ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range ContentarXiv:1803.02266
  • Inverse-Tone-MappingonVDS dataset: Multi exposure stack-based inverse tone mapping
    PU21-PSNR· 2018-03-06
    17.42
    best: 31.15 (Deep Conditional HDRI)
    SOTA
    ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range ContentarXiv:1803.02266
  • Inverse-Tone-MappingonVDS dataset: Multi exposure stack-based inverse tone mapping
    PU21-SSIM· 2018-03-06
    0.3612
    best: 0.9537 (Deep Conditional HDRI)
    SOTA
    ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range ContentarXiv:1803.02266
  • inverse tone mappingonVDS dataset: Multi exposure stack-based inverse tone mapping
    Reinhard'TMO-PSNR· 2018-03-06
    23.03
    best: 35.75 (Deep Conditional HDRI)
    ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range ContentarXiv:1803.02266
  • Inverse-Tone-MappingonVDS dataset: Multi exposure stack-based inverse tone mapping
    Reinhard'TMO-PSNR· 2018-03-06
    23.03
    best: 35.75 (Deep Conditional HDRI)
    ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range ContentarXiv:1803.02266