TransWeather

Reported on 5 benchmarks across 3 tasks · 1 paper · 1 SOTA

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

Computer Vision3 results

Rain RemovalonRaindrop
PSNR· 2021-11-29
34.55
SOTA
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions arXiv:2111.14813
Image RestorationonCDD-11
Average PSNR (dB)· 2021-11-29
23.13
best: 28.72 (OneRestore)
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions arXiv:2111.14813
Image RestorationonCDD-11
SSIM· 2021-11-29
0.781
best: 0.8828 (OneRestore)
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions arXiv:2111.14813

Audio2 results

10-shot image generationonCDD-11
Average PSNR (dB)· 2021-11-29
23.13
best: 28.72 (OneRestore)
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions arXiv:2111.14813
10-shot image generationonCDD-11
SSIM· 2021-11-29
0.781
best: 0.8828 (OneRestore)
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions arXiv:2111.14813