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Models/Mask-ShadowGAN (ICCV 2019) (512x512)

Mask-ShadowGAN (ICCV 2019) (512x512)

Reported on 24 benchmarks across 3 tasks · 1 paper · 18 SOTA

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

Computer Vision16 results

Image EditingonSRD
LPIPS· 2019-03-26
0.27
best: 0.219 (HomoFormer (CVPR 2024) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Image EditingonSRD
PSNR· 2019-03-26
25.98
best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Image EditingonSRD
RMSE· 2019-03-26
3.83
best: 3.37 (RASM)
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Image EditingonSRD
SSIM· 2019-03-26
0.803
best: 0.827 (HomoFormer (CVPR 2024) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Image EditingonISTD+
LPIPS· 2019-03-26
0.196
best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Image EditingonISTD+
SSIM· 2019-03-26
0.865
best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Shadow RemovalonSRD
LPIPS· 2019-03-26
0.27
best: 0.219 (HomoFormer (CVPR 2024) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Shadow RemovalonSRD
PSNR· 2019-03-26
25.98
best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Shadow RemovalonSRD
RMSE· 2019-03-26
3.83
best: 3.37 (RASM)
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Shadow RemovalonSRD
SSIM· 2019-03-26
0.803
best: 0.827 (HomoFormer (CVPR 2024) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Shadow RemovalonISTD+
LPIPS· 2019-03-26
0.196
best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Shadow RemovalonISTD+
SSIM· 2019-03-26
0.865
best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Image EditingonISTD+
PSNR· 2019-03-26
26.51
best: 28.53 (HomoFormer (CVPR 2024) (512x512))
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Image EditingonISTD+
RMSE· 2019-03-26
3.42
best: 2.53 (RASM)
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Shadow RemovalonISTD+
PSNR· 2019-03-26
26.51
best: 28.53 (HomoFormer (CVPR 2024) (512x512))
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
Shadow RemovalonISTD+
RMSE· 2019-03-26
3.42
best: 2.53 (RASM)
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683

Methodology8 results

16konSRD
LPIPS· 2019-03-26
0.27
best: 0.219 (HomoFormer (CVPR 2024) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
16konSRD
PSNR· 2019-03-26
25.98
best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
16konSRD
RMSE· 2019-03-26
3.83
best: 3.37 (RASM)
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
16konSRD
SSIM· 2019-03-26
0.803
best: 0.827 (HomoFormer (CVPR 2024) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
16konISTD+
LPIPS· 2019-03-26
0.196
best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
16konISTD+
SSIM· 2019-03-26
0.865
best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
SOTA
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
16konISTD+
PSNR· 2019-03-26
26.51
best: 28.53 (HomoFormer (CVPR 2024) (512x512))
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683
16konISTD+
RMSE· 2019-03-26
3.42
best: 2.53 (RASM)
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data arXiv:1903.10683