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홈플랫폼문서뉴스연구 논문튜토리얼데이터셋백과사전SOTALLM 모델GPU 랭킹컨퍼런스
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Shadow Removal On Istd 1

평가 지표

LPIPS
PSNR
RMSE
SSIM

평가 결과

이 벤치마크에서 각 모델의 성능 결과

Paper TitleRepository
G2R-ShadowNet (CVPR 2021) (256x256)0.39624.234.370.696From Shadow Generation to Shadow Removal
DC-ShadowNet (ICCV 2021) (256x256)0.40625.183.890.693DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network
ST-CGAN (CVPR 2018) (256x256)0.40825.743.770.691Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal
Mask-ShadowGAN (ICCV 2019) (256x256)0.37725.53.70.72Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data
DC-ShadowNet (ICCV 2021) (512x512)0.23426.063.640.835DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network
Auto (CVPR 2021) (256x256)0.36526.13.530.718Auto-Exposure Fusion for Single-Image Shadow Removal
ShadowFormer (AAAI 2023) (256x256)0.3526.553.450.728ShadowFormer: Global Context Helps Image Shadow Removal
DSC (TPAMI 2020) (256x256)0.34726.533.440.738Direction-aware Spatial Context Features for Shadow Detection and Removal
ShadowDiffusion (CVPR 2023) (256x256)0.40426.513.440.688ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal
Mask-ShadowGAN (ICCV 2019) (512x512)0.19626.513.420.865Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data
ShadowMaskFormer (arXiv 2024) (256x256)0.39526.573.390.698ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal
SP+M-Net (ICCV 2019) (256x256)0.37326.583.370.717Shadow Removal via Shadow Image Decomposition
HomoFormer (CVPR 2024) (256x256)0.34826.72 3.37 0.732 HomoFormer: Homogenized Transformer for Image Shadow Removal-
ST-CGAN (CVPR 2018) (512x512)0.25227.323.360.829Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal
BMNet (CVPR 2022) (256x256)0.35426.623.340.731Bijective Mapping Network for Shadow Removal-
SG-ShadowNet (ECCV 2022) (256x256)0.36926.83.320.717Style-Guided Shadow Removal-
G2R-ShadowNet (CVPR 2021) (512x512)0.22127.133.310.841From Shadow Generation to Shadow Removal
ShadowDiffusion (CVPR 2023) (512x512)0.22227.873.10.839ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal
BMNet (CVPR 2022) (512x512)0.21227.743.060.848Bijective Mapping Network for Shadow Removal-
ShadowFormer (AAAI 2023) (512x512)0.20428.073.060.847ShadowFormer: Global Context Helps Image Shadow Removal
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