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SRD

아카이브 평가 25건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
RASM	RMSE 3.37	Regional Attention for Shadow Removal 2024-11-21	코드 1
HomoFormer (CVPR 2024) (512x512)	RMSE 3.62 PSNR 26.21 SSIM 0.827 LPIPS 0.219	HomoFormer: Homogenized Transformer for Image Shadow Removal 2024-01-01	코드 1
DC-ShadowNet (ICCV 2021) (512x512)	RMSE 3.68 PSNR 26.47 SSIM 0.808 LPIPS 0.255	DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network 2022-07-21	코드 1
Mask-ShadowGAN (ICCV 2019) (512x512)	RMSE 3.83 PSNR 25.98 SSIM 0.803 LPIPS 0.27	Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data 2019-03-26	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
ShadowFormer (AAAI 2023) (512x512)	RMSE 3.9 PSNR 25.6 SSIM 0.819 LPIPS 0.228	ShadowFormer: Global Context Helps Image Shadow Removal 2023-02-03	코드 1 · 코드 2
DSC (TPAMI 2020) (256x256)	RMSE 3.97 PSNR 25.46 SSIM 0.678 LPIPS 0.412	Direction-aware Spatial Context Features for Shadow Detection and Removal 2018-05-12	코드 1 · 코드 2
BMNet (CVPR 2022) (512x512)	RMSE 4 PSNR 25.39 SSIM 0.82 LPIPS 0.225	Bijective Mapping Network for Shadow Removal 2022-01-01	코드 1 · 코드 2
SG-ShadowNet (ECCV 2022) (512x512)	RMSE 4.01 PSNR 25.56 SSIM 0.786 LPIPS 0.279	Style-Guided Shadow Removal 2022-11-09	코드 1
ShadowMaskFormer (arXiv 2024) (512x512)	RMSE 4.15 PSNR 25.13 SSIM 0.798 LPIPS 0.249	ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal 2024-04-29	코드 1
ST-CGAN (CVPR 2018) (256x256)	RMSE 4.15 PSNR 25.08 SSIM 0.637 LPIPS 0.443	Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal 2017-12-07	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
HomoFormer (CVPR 2024) (256x256)	RMSE 4.17 PSNR 24.64 SSIM 0.723 LPIPS 0.325	HomoFormer: Homogenized Transformer for Image Shadow Removal 2024-01-01	코드 1
DC-ShadowNet (ICCV 2021) (256x256)	RMSE 4.27 PSNR 24.72 SSIM 0.67 LPIPS 0.383	DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network 2022-07-21	코드 1
Mask-ShadowGAN (ICCV 2019) (256x256)	RMSE 4.32 PSNR 24.67 SSIM 0.662 LPIPS 0.427	Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data 2019-03-26	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
SP+M-Net (ICCV 2019) (512x512)	RMSE 4.35 PSNR 24.89 SSIM 0.792 LPIPS 0.269	Shadow Removal via Shadow Image Decomposition 2019-08-23	코드 1 · 코드 2 · 코드 3
BMNet (CVPR 2022) (256x256)	RMSE 4.39 PSNR 24.24 SSIM 0.721 LPIPS 0.327	Bijective Mapping Network for Shadow Removal 2022-01-01	코드 1 · 코드 2
ShadowFormer (AAAI 2023) (256x256)	RMSE 4.44 PSNR 24.28 SSIM 0.715 LPIPS 0.348	ShadowFormer: Global Context Helps Image Shadow Removal 2023-02-03	코드 1 · 코드 2
SG-ShadowNet (ECCV 2022) (256x256)	RMSE 4.6 PSNR 24.1 SSIM 0.636 LPIPS 0.443	Style-Guided Shadow Removal 2022-11-09	코드 1
ShadowMaskFormer (arXiv 2024) (256x256)	RMSE 4.69 PSNR 23.85 SSIM 0.671 LPIPS 0.386	ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal 2024-04-29	코드 1
Auto (CVPR 2021) (512x512)	RMSE 4.71 PSNR 24.32 SSIM 0.8 LPIPS 0.247	Auto-Exposure Fusion for Single-Image Shadow Removal 2021-03-01	코드 1 · 코드 2
ShadowDiffusion (CVPR 2023) (256x256)	RMSE 4.84 PSNR 23.26 SSIM 0.684 LPIPS 0.363	ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal 2022-12-09	코드 1
ShadowDiffusion (CVPR 2023) (512x512)	RMSE 5.11 PSNR 23.09 SSIM 0.804 LPIPS 0.24	ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal 2022-12-09	코드 1
Auto (CVPR 2021) (256x256)	RMSE 5.37 PSNR 23.2 SSIM 0.694 LPIPS 0.37	Auto-Exposure Fusion for Single-Image Shadow Removal 2021-03-01	코드 1 · 코드 2
SP+M-Net (ICCV 2019) (256x256)	RMSE 5.68 PSNR 22.25 SSIM 0.636 LPIPS 0.444	Shadow Removal via Shadow Image Decomposition 2019-08-23	코드 1 · 코드 2 · 코드 3
G2R-ShadowNet (CVPR 2021) (512x512)	RMSE 5.72 PSNR 22.44 SSIM 0.765 LPIPS 0.302	From Shadow Generation to Shadow Removal 2021-03-24	코드 1
G2R-ShadowNet (CVPR 2021) (256x256)	RMSE 6.08 PSNR 21.72 SSIM 0.619 LPIPS 0.46	From Shadow Generation to Shadow Removal 2021-03-24	코드 1