Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

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

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

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

Models/DEA-Net-CR

DEA-Net-CR

Reported on 12 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 Vision12 results

DehazingonHaze4k
PSNR· 2023-01-12
34.25
best: 35.73 (CasDyF-Net)
SOTA
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention arXiv:2301.04805
DehazingonHaze4k
SSIM· 2023-01-12
0.9885
best: 0.992 (MixDehazeNet)
SOTA
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention arXiv:2301.04805
DehazingonSOTS Outdoor
SSIM· 2023-01-12
0.9897
best: 0.997 (ChaIR)
SOTA
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention arXiv:2301.04805
Image DehazingonHaze4k
PSNR· 2023-01-12
34.25
best: 35.73 (CasDyF-Net)
SOTA
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention arXiv:2301.04805
Image DehazingonHaze4k
SSIM· 2023-01-12
0.9885
best: 0.992 (MixDehazeNet)
SOTA
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention arXiv:2301.04805
Image DehazingonSOTS Outdoor
SSIM· 2023-01-12
0.9897
best: 0.997 (ChaIR)
SOTA
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention arXiv:2301.04805
DehazingonSOTS Indoor
PSNR· 2023-01-12
41.31
best: 42.72 (ConvIR)
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention arXiv:2301.04805
DehazingonSOTS Indoor
SSIM· 2023-01-12
0.9945
best: 0.997 (ConvIR)
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention arXiv:2301.04805
DehazingonSOTS Outdoor
PSNR· 2023-01-12
36.59
best: 40.73 (ChaIR)
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention arXiv:2301.04805
Image DehazingonSOTS Indoor
PSNR· 2023-01-12
41.31
best: 42.72 (ConvIR)
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention arXiv:2301.04805
Image DehazingonSOTS Indoor
SSIM· 2023-01-12
0.9945
best: 0.997 (ConvIR)
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention arXiv:2301.04805
Image DehazingonSOTS Outdoor
PSNR· 2023-01-12
36.59
best: 40.73 (ChaIR)
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention arXiv:2301.04805