Shadow Removal

Benchmarks

Dataset Name	SOTA Method	Metric
ISTD (test)	SP+M-Net	RMSE (All)3.6	65	4d ago
ISTD+ (test)	ShadowDiffusion	RMSE (Shadow)4.9	34	4d ago
SRD (test)	Ours-Large	RMSE4.04	25	4d ago
ISTD	Shadow Diffusion	PSNR32.33	24	4d ago
ISTD+	Shadow Diffusion	PSNR35.72	22	4d ago
ISTD original (test)	ShadowDiffusion	RMSE (Shadow)4.13	20	4d ago
INS synthetic (test)	Detail-Preserving Latent Diffusion	PSNR30.56	18	4d ago
ISTD 19 (test)	Resfusion	MAE (Shadow Region)6.49	14	4d ago
SRD All Image	Shadow Diffusion	MAE3.63	13	4d ago
SRD NS (Non-Shadow Region)	ShadowMaskFormer	MAE2.98	13	4d ago
SRD Shadow Region S	Shadow Diffusion	MAE4.98	13	4d ago
WSRD+	OmniSR	PSNR26.07	13	4d ago
SRD 31 (test)	Li et al.	PSNR (Shadow Region)39.33	12	4d ago
ISTD+ v1 (test)	RASM	PSNR (Shadow Region)40.73	10	4d ago
NTIRE Shadow Removal Challenge Perceptual Track 2024 (test)		PSNR24.81	10	4d ago
SRD original (test)	ShadowDiffusion	RMSE (Shadow Region)4.98	10	4d ago
ISTD+ adjusted (test)	Auto-exposure Fusion Network	RMSE (Shadow)6.5	9	4d ago
SRD	RASM	RMSE3.37	8	4d ago
AISTD adjusted (test)	DC-ShadowNet	RMSE (All)4.6	8	4d ago
LRSS soft shadow (test)	DC-ShadowNet	RMSE3.48	8	4d ago
Real captured images (test)	OmniSR	PSNR38.34	7	4d ago
SRD 27 (test)	DSC	RMSE6.21	7	4d ago
WSRD+ (test)	Detail-Preserving Latent Diffusion	PSNR26.26	6	4d ago
ISTD v1 (test)	Shadow Diffusion	MAE4.12	6	4d ago
Video Shadow Removal dataset (test)	LG-ShadowNet*	RMSE†18.3	5	4d ago

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