Shadow Removal

Benchmarks

Dataset Name	SOTA Method	Metric
ISTD (test)		RMSE (Shadow)3.25	76	16d ago
ISTD+ (test)		RMSE (Shadow)2.93	48	4mo ago
ISTD	Shadow Diffusion	PSNR32.33	40	3mo ago
ISTD+	Shadow Diffusion	PSNR35.72	39	3mo ago
WSRD+	PhaSR	PSNR28.44	27	3mo ago
SRD (test)	ShadowDiffusion	PSNR (All Image)34.73	26	3mo ago
ISTD original (test)	ShadowDiffusion	RMSE (Shadow)4.13	20	4mo ago
INS synthetic (test)	Detail-Preserving Latent Diffusion	PSNR30.56	18	4mo ago
UAV-SC whole-image	Ours	PSNR24.76	15	3mo ago
WSRD+ hidden 2026 (test)	Ours	PSNR26.68	14	3mo ago
ISTD 19 (test)	Resfusion	MAE (Shadow Region)6.49	14	4mo ago
INS	CFSR	PSNR30.72	13	3mo ago
SRD		PSNR34.11	13	3mo ago
SRD All Image	Shadow Diffusion	MAE3.63	13	4mo ago
SRD NS (Non-Shadow Region)	ShadowMaskFormer	MAE2.98	13	4mo ago
SRD Shadow Region S	Shadow Diffusion	MAE4.98	13	4mo ago
SRD 31 (test)	Li et al.	PSNR (Shadow Region)39.33	12	4mo ago
ISTD+ v1 (test)	RASM	PSNR (Shadow Region)40.73	10	4mo ago
NTIRE Shadow Removal Challenge Perceptual Track 2024 (test)		PSNR24.81	10	4mo ago
SRD original (test)	ShadowDiffusion	RMSE (Shadow Region)4.98	10	4mo ago
RSSD		SRI0.89	9	2mo ago
AISD		SRI0.9	9	2mo ago
SRGTA (test)	PCDS-Net	PSNR-S22.37	9	3mo ago
AISD (test)	PCDS-Net	Entropy7.17	9	3mo ago
AeroDS Real	PCDS-Net	Entropy7.4	9	3mo ago

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