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Image Editing
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ISTD+
Image Editing on ISTD+
Metric: RMSE (lower is better)
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Sort:
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Model name (A→Z)
#
Model
↕
RMSE
▲
Extra Data
Paper
Date
↕
Code
1
RASM
2.53
No
Regional Attention for Shadow Removal
2024-11-21
Code
2
HomoFormer (CVPR 2024) (512x512)
2.88
No
-
-
Code
3
ShadowMaskFormer (arXiv 2024) (512x512)
2.95
No
ShadowMaskFormer: Mask Augmented Patch Embedding...
2024-04-29
Code
4
SP+M-Net (ICCV 2019) (512x512)
2.96
No
Shadow Removal via Shadow Image Decomposition
2019-08-23
Code
5
SG-ShadowNet (ECCV 2022) (512x512)
2.98
No
-
-
Code
6
Auto (CVPR 2021) (512x512)
2.99
No
Auto-Exposure Fusion for Single-Image Shadow Rem...
2021-03-01
Code
7
ShadowFormer (AAAI 2023) (512x512)
3.06
No
ShadowFormer: Global Context Helps Image Shadow ...
2023-02-03
Code
8
BMNet (CVPR 2022) (512x512)
3.06
No
-
-
Code
9
ShadowDiffusion (CVPR 2023) (512x512)
3.1
No
ShadowDiffusion: When Degradation Prior Meets Di...
2022-12-09
Code
10
G2R-ShadowNet (CVPR 2021) (512x512)
3.31
No
From Shadow Generation to Shadow Removal
2021-03-24
Code
11
SG-ShadowNet (ECCV 2022) (256x256)
3.32
No
-
-
Code
12
BMNet (CVPR 2022) (256x256)
3.34
No
-
-
Code
13
ST-CGAN (CVPR 2018) (512x512)
3.36
No
Stacked Conditional Generative Adversarial Netwo...
2017-12-07
Code
14
HomoFormer (CVPR 2024) (256x256)
3.37
No
-
-
Code
15
SP+M-Net (ICCV 2019) (256x256)
3.37
No
Shadow Removal via Shadow Image Decomposition
2019-08-23
Code
16
ShadowMaskFormer (arXiv 2024) (256x256)
3.39
No
ShadowMaskFormer: Mask Augmented Patch Embedding...
2024-04-29
Code
17
Mask-ShadowGAN (ICCV 2019) (512x512)
3.42
No
Mask-ShadowGAN: Learning to Remove Shadows from ...
2019-03-26
Code
18
DSC (TPAMI 2020) (256x256)
3.44
No
Direction-aware Spatial Context Features for Sha...
2018-05-12
Code
19
ShadowDiffusion (CVPR 2023) (256x256)
3.44
No
ShadowDiffusion: When Degradation Prior Meets Di...
2022-12-09
Code
20
ShadowFormer (AAAI 2023) (256x256)
3.45
No
ShadowFormer: Global Context Helps Image Shadow ...
2023-02-03
Code
21
Auto (CVPR 2021) (256x256)
3.53
No
Auto-Exposure Fusion for Single-Image Shadow Rem...
2021-03-01
Code
22
DC-ShadowNet (ICCV 2021) (512x512)
3.64
No
DC-ShadowNet: Single-Image Hard and Soft Shadow ...
2022-07-21
Code
23
Mask-ShadowGAN (ICCV 2019) (256x256)
3.7
No
Mask-ShadowGAN: Learning to Remove Shadows from ...
2019-03-26
Code
24
ST-CGAN (CVPR 2018) (256x256)
3.77
No
Stacked Conditional Generative Adversarial Netwo...
2017-12-07
Code
25
DC-ShadowNet (ICCV 2021) (256x256)
3.89
No
DC-ShadowNet: Single-Image Hard and Soft Shadow ...
2022-07-21
Code
26
G2R-ShadowNet (CVPR 2021) (256x256)
4.37
No
From Shadow Generation to Shadow Removal
2021-03-24
Code
#1
RASM
SOTA
2.53
RMSE
· 2024-11-21
Regional Attention for Shadow Removal
Code
#2
HomoFormer (CVPR 2024) (512x512)
2.88
RMSE
No paper
Code
#3
ShadowMaskFormer (arXiv 2024) (512x512)
SOTA
2.95
RMSE
· 2024-04-29
ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal
Code
#4
SP+M-Net (ICCV 2019) (512x512)
SOTA
2.96
RMSE
· 2019-08-23
Shadow Removal via Shadow Image Decomposition
Code
#5
SG-ShadowNet (ECCV 2022) (512x512)
2.98
RMSE
No paper
Code
#6
Auto (CVPR 2021) (512x512)
2.99
RMSE
· 2021-03-01
Auto-Exposure Fusion for Single-Image Shadow Removal
Code
#7
ShadowFormer (AAAI 2023) (512x512)
3.06
RMSE
· 2023-02-03
ShadowFormer: Global Context Helps Image Shadow Removal
Code
#8
BMNet (CVPR 2022) (512x512)
3.06
RMSE
No paper
Code
#9
ShadowDiffusion (CVPR 2023) (512x512)
3.1
RMSE
· 2022-12-09
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal
Code
#10
G2R-ShadowNet (CVPR 2021) (512x512)
3.31
RMSE
· 2021-03-24
From Shadow Generation to Shadow Removal
Code
#11
SG-ShadowNet (ECCV 2022) (256x256)
3.32
RMSE
No paper
Code
#12
BMNet (CVPR 2022) (256x256)
3.34
RMSE
No paper
Code
#13
ST-CGAN (CVPR 2018) (512x512)
SOTA
3.36
RMSE
· 2017-12-07
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal
Code
#14
HomoFormer (CVPR 2024) (256x256)
3.37
RMSE
No paper
Code
#15
SP+M-Net (ICCV 2019) (256x256)
3.37
RMSE
· 2019-08-23
Shadow Removal via Shadow Image Decomposition
Code
#16
ShadowMaskFormer (arXiv 2024) (256x256)
3.39
RMSE
· 2024-04-29
ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal
Code
#17
Mask-ShadowGAN (ICCV 2019) (512x512)
3.42
RMSE
· 2019-03-26
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data
Code
#18
DSC (TPAMI 2020) (256x256)
3.44
RMSE
· 2018-05-12
Direction-aware Spatial Context Features for Shadow Detection and Removal
Code
#19
ShadowDiffusion (CVPR 2023) (256x256)
3.44
RMSE
· 2022-12-09
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal
Code
#20
ShadowFormer (AAAI 2023) (256x256)
3.45
RMSE
· 2023-02-03
ShadowFormer: Global Context Helps Image Shadow Removal
Code
#21
Auto (CVPR 2021) (256x256)
3.53
RMSE
· 2021-03-01
Auto-Exposure Fusion for Single-Image Shadow Removal
Code
#22
DC-ShadowNet (ICCV 2021) (512x512)
3.64
RMSE
· 2022-07-21
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network
Code
#23
Mask-ShadowGAN (ICCV 2019) (256x256)
3.7
RMSE
· 2019-03-26
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data
Code
#24
ST-CGAN (CVPR 2018) (256x256)
SOTA
3.77
RMSE
· 2017-12-07
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal
Code
#25
DC-ShadowNet (ICCV 2021) (256x256)
3.89
RMSE
· 2022-07-21
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network
Code
#26
G2R-ShadowNet (CVPR 2021) (256x256)
4.37
RMSE
· 2021-03-24
From Shadow Generation to Shadow Removal
Code