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Models/ST-CGAN (CVPR 2018) (256x256)

ST-CGAN (CVPR 2018) (256x256)

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· 2017-12-07
0.443
best: 0.219 (HomoFormer (CVPR 2024) (512x512))
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Image EditingonSRD
PSNR· 2017-12-07
25.08
best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Image EditingonSRD
RMSE· 2017-12-07
4.15
best: 3.37 (RASM)
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Image EditingonSRD
SSIM· 2017-12-07
0.637
best: 0.827 (HomoFormer (CVPR 2024) (512x512))
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Image EditingonISTD+
LPIPS· 2017-12-07
0.408
best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Image EditingonISTD+
RMSE· 2017-12-07
3.77
best: 2.53 (RASM)
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Shadow RemovalonSRD
LPIPS· 2017-12-07
0.443
best: 0.219 (HomoFormer (CVPR 2024) (512x512))
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Shadow RemovalonSRD
PSNR· 2017-12-07
25.08
best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Shadow RemovalonSRD
RMSE· 2017-12-07
4.15
best: 3.37 (RASM)
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Shadow RemovalonSRD
SSIM· 2017-12-07
0.637
best: 0.827 (HomoFormer (CVPR 2024) (512x512))
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Shadow RemovalonISTD+
LPIPS· 2017-12-07
0.408
best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Shadow RemovalonISTD+
RMSE· 2017-12-07
3.77
best: 2.53 (RASM)
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Image EditingonISTD+
PSNR· 2017-12-07
25.74
best: 28.53 (HomoFormer (CVPR 2024) (512x512))
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Image EditingonISTD+
SSIM· 2017-12-07
0.691
best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Shadow RemovalonISTD+
PSNR· 2017-12-07
25.74
best: 28.53 (HomoFormer (CVPR 2024) (512x512))
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
Shadow RemovalonISTD+
SSIM· 2017-12-07
0.691
best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478

Methodology8 results

16konSRD
LPIPS· 2017-12-07
0.443
best: 0.219 (HomoFormer (CVPR 2024) (512x512))
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
16konSRD
PSNR· 2017-12-07
25.08
best: 26.47 (DC-ShadowNet (ICCV 2021) (512x512))
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
16konSRD
RMSE· 2017-12-07
4.15
best: 3.37 (RASM)
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
16konSRD
SSIM· 2017-12-07
0.637
best: 0.827 (HomoFormer (CVPR 2024) (512x512))
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
16konISTD+
LPIPS· 2017-12-07
0.408
best: 0.183 (SP+M-Net (ICCV 2019) (512x512))
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
16konISTD+
RMSE· 2017-12-07
3.77
best: 2.53 (RASM)
SOTA
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
16konISTD+
PSNR· 2017-12-07
25.74
best: 28.53 (HomoFormer (CVPR 2024) (512x512))
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478
16konISTD+
SSIM· 2017-12-07
0.691
best: 0.866 (SP+M-Net (ICCV 2019) (512x512))
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal arXiv:1712.02478