Shadow Removal

Benchmarks

Dataset Name	SOTA Method	Metric
ISTD (test)		RMSE (Shadow)3.25	76	2mo ago
ISTD+ (test)		RMSE (Shadow)2.93	48	2mo ago
ISTD	Shadow Diffusion	PSNR32.33	40	1mo ago
ISTD+	Shadow Diffusion	PSNR35.72	39	1mo ago
WSRD+	PhaSR	PSNR28.44	27	1mo ago
SRD (test)	ShadowDiffusion	PSNR (All Image)34.73	26	1mo ago
ISTD original (test)	ShadowDiffusion	RMSE (Shadow)4.13	20	3mo ago
INS synthetic (test)	Detail-Preserving Latent Diffusion	PSNR30.56	18	3mo ago
UAV-SC whole-image	Ours	PSNR24.76	15	1mo ago
WSRD+ hidden 2026 (test)	Ours	PSNR26.68	14	1mo ago
ISTD 19 (test)	Resfusion	MAE (Shadow Region)6.49	14	3mo ago
INS	CFSR	PSNR30.72	13	1mo ago
SRD		PSNR34.11	13	1mo ago
SRD All Image	Shadow Diffusion	MAE3.63	13	3mo ago
SRD NS (Non-Shadow Region)	ShadowMaskFormer	MAE2.98	13	3mo ago
SRD Shadow Region S	Shadow Diffusion	MAE4.98	13	3mo ago
SRD 31 (test)	Li et al.	PSNR (Shadow Region)39.33	12	3mo ago
ISTD+ v1 (test)	RASM	PSNR (Shadow Region)40.73	10	3mo ago
NTIRE Shadow Removal Challenge Perceptual Track 2024 (test)		PSNR24.81	10	3mo ago
SRD original (test)	ShadowDiffusion	RMSE (Shadow Region)4.98	10	3mo ago
RSSD		SRI0.89	9	1mo ago
AISD		SRI0.9	9	1mo ago
SRGTA (test)	PCDS-Net	PSNR-S22.37	9	1mo ago
AISD (test)	PCDS-Net	Entropy7.17	9	1mo ago
AeroDS Real	PCDS-Net	Entropy7.4	9	1mo ago

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