WeatherDiff

Reported on 5 benchmarks across 3 tasks · 1 paper

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

Computer Vision3 results

Rain RemovalonNightrain
PSNR· 2022-07-29
20.98
best: 29.26 (Turtle)
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models arXiv:2207.14626
Image RestorationonCDD-11
Average PSNR (dB)· 2022-07-29
22.49
best: 28.72 (OneRestore)
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models arXiv:2207.14626
Image RestorationonCDD-11
SSIM· 2022-07-29
0.7985
best: 0.8828 (OneRestore)
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models arXiv:2207.14626

Audio2 results

10-shot image generationonCDD-11
Average PSNR (dB)· 2022-07-29
22.49
best: 28.72 (OneRestore)
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models arXiv:2207.14626
10-shot image generationonCDD-11
SSIM· 2022-07-29
0.7985
best: 0.8828 (OneRestore)
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models arXiv:2207.14626