16k on SRD

Metric: PSNR (higher is better)

LeaderboardDataset

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#	Model↕	PSNR▼	Augmentations	Paper	Date↕	Code
1	DC-ShadowNet (ICCV 2021) (512x512)	26.47	No	DC-ShadowNet: Single-Image Hard and Soft Shadow ...	2022-07-21	Code
2	HomoFormer (CVPR 2024) (512x512)	26.21	No	-	-	Code
3	Mask-ShadowGAN (ICCV 2019) (512x512)	25.98	No	Mask-ShadowGAN: Learning to Remove Shadows from ...	2019-03-26	Code
4	ShadowFormer (AAAI 2023) (512x512)	25.6	No	ShadowFormer: Global Context Helps Image Shadow ...	2023-02-03	Code
5	SG-ShadowNet (ECCV 2022) (512x512)	25.56	No	-	-	Code
6	DSC (TPAMI 2020) (256x256)	25.46	No	Direction-aware Spatial Context Features for Sha...	2018-05-12	Code
7	BMNet (CVPR 2022) (512x512)	25.39	No	-	-	Code
8	ShadowMaskFormer (arXiv 2024) (512x512)	25.13	No	ShadowMaskFormer: Mask Augmented Patch Embedding...	2024-04-29	Code
9	ST-CGAN (CVPR 2018) (256x256)	25.08	No	Stacked Conditional Generative Adversarial Netwo...	2017-12-07	Code
10	SP+M-Net (ICCV 2019) (512x512)	24.89	No	Shadow Removal via Shadow Image Decomposition	2019-08-23	Code
11	DC-ShadowNet (ICCV 2021) (256x256)	24.72	No	DC-ShadowNet: Single-Image Hard and Soft Shadow ...	2022-07-21	Code
12	Mask-ShadowGAN (ICCV 2019) (256x256)	24.67	No	Mask-ShadowGAN: Learning to Remove Shadows from ...	2019-03-26	Code
13	HomoFormer (CVPR 2024) (256x256)	24.64	No	-	-	Code
14	Auto (CVPR 2021) (512x512)	24.32	No	Auto-Exposure Fusion for Single-Image Shadow Rem...	2021-03-01	Code
15	ShadowFormer (AAAI 2023) (256x256)	24.28	No	ShadowFormer: Global Context Helps Image Shadow ...	2023-02-03	Code
16	BMNet (CVPR 2022) (256x256)	24.24	No	-	-	Code
17	SG-ShadowNet (ECCV 2022) (256x256)	24.1	No	-	-	Code
18	ShadowMaskFormer (arXiv 2024) (256x256)	23.85	No	ShadowMaskFormer: Mask Augmented Patch Embedding...	2024-04-29	Code
19	ShadowDiffusion (CVPR 2023) (256x256)	23.26	No	ShadowDiffusion: When Degradation Prior Meets Di...	2022-12-09	Code
20	Auto (CVPR 2021) (256x256)	23.2	No	Auto-Exposure Fusion for Single-Image Shadow Rem...	2021-03-01	Code
21	ShadowDiffusion (CVPR 2023) (512x512)	23.09	No	ShadowDiffusion: When Degradation Prior Meets Di...	2022-12-09	Code
22	G2R-ShadowNet (CVPR 2021) (512x512)	22.44	No	From Shadow Generation to Shadow Removal	2021-03-24	Code
23	SP+M-Net (ICCV 2019) (256x256)	22.25	No	Shadow Removal via Shadow Image Decomposition	2019-08-23	Code
24	G2R-ShadowNet (CVPR 2021) (256x256)	21.72	No	From Shadow Generation to Shadow Removal	2021-03-24	Code

#1DC-ShadowNet (ICCV 2021) (512x512)SOTA
26.47
PSNR· 2022-07-21
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network Code
#2HomoFormer (CVPR 2024) (512x512)
26.21
PSNR
No paperCode
#3Mask-ShadowGAN (ICCV 2019) (512x512)SOTA
25.98
PSNR· 2019-03-26
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data Code
#4ShadowFormer (AAAI 2023) (512x512)
25.6
PSNR· 2023-02-03
ShadowFormer: Global Context Helps Image Shadow Removal Code
#5SG-ShadowNet (ECCV 2022) (512x512)
25.56
PSNR
No paperCode
#6DSC (TPAMI 2020) (256x256)SOTA
25.46
PSNR· 2018-05-12
Direction-aware Spatial Context Features for Shadow Detection and Removal Code
#7BMNet (CVPR 2022) (512x512)
25.39
PSNR
No paperCode
#8ShadowMaskFormer (arXiv 2024) (512x512)
25.13
PSNR· 2024-04-29
ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal Code
#9ST-CGAN (CVPR 2018) (256x256)SOTA
25.08
PSNR· 2017-12-07
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal Code
#10SP+M-Net (ICCV 2019) (512x512)
24.89
PSNR· 2019-08-23
Shadow Removal via Shadow Image Decomposition Code
#11DC-ShadowNet (ICCV 2021) (256x256)
24.72
PSNR· 2022-07-21
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network Code
#12Mask-ShadowGAN (ICCV 2019) (256x256)
24.67
PSNR· 2019-03-26
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data Code
#13HomoFormer (CVPR 2024) (256x256)
24.64
PSNR
No paperCode
#14Auto (CVPR 2021) (512x512)
24.32
PSNR· 2021-03-01
Auto-Exposure Fusion for Single-Image Shadow Removal Code
#15ShadowFormer (AAAI 2023) (256x256)
24.28
PSNR· 2023-02-03
ShadowFormer: Global Context Helps Image Shadow Removal Code
#16BMNet (CVPR 2022) (256x256)
24.24
PSNR
No paperCode
#17SG-ShadowNet (ECCV 2022) (256x256)
24.1
PSNR
No paperCode
#18ShadowMaskFormer (arXiv 2024) (256x256)
23.85
PSNR· 2024-04-29
ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal Code
#19ShadowDiffusion (CVPR 2023) (256x256)
23.26
PSNR· 2022-12-09
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal Code
#20Auto (CVPR 2021) (256x256)
23.2
PSNR· 2021-03-01
Auto-Exposure Fusion for Single-Image Shadow Removal Code
#21ShadowDiffusion (CVPR 2023) (512x512)
23.09
PSNR· 2022-12-09
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal Code
#22G2R-ShadowNet (CVPR 2021) (512x512)
22.44
PSNR· 2021-03-24
From Shadow Generation to Shadow Removal Code
#23SP+M-Net (ICCV 2019) (256x256)
22.25
PSNR· 2019-08-23
Shadow Removal via Shadow Image Decomposition Code
#24G2R-ShadowNet (CVPR 2021) (256x256)
21.72
PSNR· 2021-03-24
From Shadow Generation to Shadow Removal Code