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아카이브 평가 26건 · 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 2.53	Regional Attention for Shadow Removal 2024-11-21	코드 1
HomoFormer (CVPR 2024) (512x512)	RMSE 2.88 PSNR 28.53 SSIM 0.857 LPIPS 0.196	HomoFormer: Homogenized Transformer for Image Shadow Removal 2024-01-01	코드 1
ShadowMaskFormer (arXiv 2024) (512x512)	RMSE 2.95 PSNR 28.34 SSIM 0.849 LPIPS 0.211	ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal 2024-04-29	코드 1
SP+M-Net (ICCV 2019) (512x512)	RMSE 2.96 PSNR 28.31 SSIM 0.866 LPIPS 0.183	Shadow Removal via Shadow Image Decomposition 2019-08-23	코드 1 · 코드 2 · 코드 3
SG-ShadowNet (ECCV 2022) (512x512)	RMSE 2.98 PSNR 28.25 SSIM 0.849 LPIPS 0.205	Style-Guided Shadow Removal 2022-11-09	코드 1
Auto (CVPR 2021) (512x512)	RMSE 2.99 PSNR 28.07 SSIM 0.853 LPIPS 0.189	Auto-Exposure Fusion for Single-Image Shadow Removal 2021-03-01	코드 1 · 코드 2
ShadowFormer (AAAI 2023) (512x512)	RMSE 3.06 PSNR 28.07 SSIM 0.847 LPIPS 0.204	ShadowFormer: Global Context Helps Image Shadow Removal 2023-02-03	코드 1 · 코드 2
BMNet (CVPR 2022) (512x512)	RMSE 3.06 PSNR 27.74 SSIM 0.848 LPIPS 0.212	Bijective Mapping Network for Shadow Removal 2022-01-01	코드 1 · 코드 2
ShadowDiffusion (CVPR 2023) (512x512)	RMSE 3.1 PSNR 27.87 SSIM 0.839 LPIPS 0.222	ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal 2022-12-09	코드 1
G2R-ShadowNet (CVPR 2021) (512x512)	RMSE 3.31 PSNR 27.13 SSIM 0.841 LPIPS 0.221	From Shadow Generation to Shadow Removal 2021-03-24	코드 1
SG-ShadowNet (ECCV 2022) (256x256)	RMSE 3.32 PSNR 26.8 SSIM 0.717 LPIPS 0.369	Style-Guided Shadow Removal 2022-11-09	코드 1
BMNet (CVPR 2022) (256x256)	RMSE 3.34 PSNR 26.62 SSIM 0.731 LPIPS 0.354	Bijective Mapping Network for Shadow Removal 2022-01-01	코드 1 · 코드 2
ST-CGAN (CVPR 2018) (512x512)	RMSE 3.36 PSNR 27.32 SSIM 0.829 LPIPS 0.252	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 3.37 PSNR 26.72 SSIM 0.732 LPIPS 0.348	HomoFormer: Homogenized Transformer for Image Shadow Removal 2024-01-01	코드 1
SP+M-Net (ICCV 2019) (256x256)	RMSE 3.37 PSNR 26.58 SSIM 0.717 LPIPS 0.373	Shadow Removal via Shadow Image Decomposition 2019-08-23	코드 1 · 코드 2 · 코드 3
ShadowMaskFormer (arXiv 2024) (256x256)	RMSE 3.39 PSNR 26.57 SSIM 0.698 LPIPS 0.395	ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal 2024-04-29	코드 1
Mask-ShadowGAN (ICCV 2019) (512x512)	RMSE 3.42 PSNR 26.51 SSIM 0.865 LPIPS 0.196	Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data 2019-03-26	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
DSC (TPAMI 2020) (256x256)	RMSE 3.44 PSNR 26.53 SSIM 0.738 LPIPS 0.347	Direction-aware Spatial Context Features for Shadow Detection and Removal 2018-05-12	코드 1 · 코드 2
ShadowDiffusion (CVPR 2023) (256x256)	RMSE 3.44 PSNR 26.51 SSIM 0.688 LPIPS 0.404	ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal 2022-12-09	코드 1
ShadowFormer (AAAI 2023) (256x256)	RMSE 3.45 PSNR 26.55 SSIM 0.728 LPIPS 0.35	ShadowFormer: Global Context Helps Image Shadow Removal 2023-02-03	코드 1 · 코드 2
Auto (CVPR 2021) (256x256)	RMSE 3.53 PSNR 26.1 SSIM 0.718 LPIPS 0.365	Auto-Exposure Fusion for Single-Image Shadow Removal 2021-03-01	코드 1 · 코드 2
DC-ShadowNet (ICCV 2021) (512x512)	RMSE 3.64 PSNR 26.06 SSIM 0.835 LPIPS 0.234	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 3.7 PSNR 25.5 SSIM 0.72 LPIPS 0.377	Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data 2019-03-26	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
ST-CGAN (CVPR 2018) (256x256)	RMSE 3.77 PSNR 25.74 SSIM 0.691 LPIPS 0.408	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
DC-ShadowNet (ICCV 2021) (256x256)	RMSE 3.89 PSNR 25.18 SSIM 0.693 LPIPS 0.406	DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network 2022-07-21	코드 1
G2R-ShadowNet (CVPR 2021) (256x256)	RMSE 4.37 PSNR 24.23 SSIM 0.696 LPIPS 0.396	From Shadow Generation to Shadow Removal 2021-03-24	코드 1