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Shadow Removal On Srd

Metrics

LPIPS
PSNR
RMSE
SSIM

Results

Performance results of various models on this benchmark

Paper TitleRepository
G2R-ShadowNet (CVPR 2021) (256x256)0.4621.726.080.619From Shadow Generation to Shadow Removal
G2R-ShadowNet (CVPR 2021) (512x512)0.30222.445.720.765From Shadow Generation to Shadow Removal
SP+M-Net (ICCV 2019) (256x256)0.44422.255.680.636Shadow Removal via Shadow Image Decomposition
Auto (CVPR 2021) (256x256)0.3723.25.370.694Auto-Exposure Fusion for Single-Image Shadow Removal
ShadowDiffusion (CVPR 2023) (512x512)0.2423.095.110.804ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal
ShadowDiffusion (CVPR 2023) (256x256)0.36323.264.840.684ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal
Auto (CVPR 2021) (512x512)0.24724.324.710.8Auto-Exposure Fusion for Single-Image Shadow Removal
ShadowMaskFormer (arXiv 2024) (256x256)0.38623.854.690.671ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal
SG-ShadowNet (ECCV 2022) (256x256)0.44324.14.60.636Style-Guided Shadow Removal-
ShadowFormer (AAAI 2023) (256x256)0.34824.284.440.715ShadowFormer: Global Context Helps Image Shadow Removal
BMNet (CVPR 2022) (256x256)0.32724.244.390.721Bijective Mapping Network for Shadow Removal-
SP+M-Net (ICCV 2019) (512x512)0.26924.894.350.792Shadow Removal via Shadow Image Decomposition
Mask-ShadowGAN (ICCV 2019) (256x256)0.42724.674.320.662Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data
DC-ShadowNet (ICCV 2021) (256x256)0.38324.724.270.67DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network
HomoFormer (CVPR 2024) (256x256)0.32524.644.170.723HomoFormer: Homogenized Transformer for Image Shadow Removal-
ST-CGAN (CVPR 2018) (256x256)0.44325.084.150.637Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal
ShadowMaskFormer (arXiv 2024) (512x512)0.24925.134.150.798ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal
SG-ShadowNet (ECCV 2022) (512x512)0.27925.564.010.786Style-Guided Shadow Removal-
BMNet (CVPR 2022) (512x512)0.22525.3940.82Bijective Mapping Network for Shadow Removal-
DSC (TPAMI 2020) (256x256)0.41225.463.970.678Direction-aware Spatial Context Features for Shadow Detection and Removal
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Shadow Removal On Srd | SOTA | HyperAI