Single Image Reflection Removal

Benchmarks

Dataset Name	SOTA Method	Metric
Real20 (test)	Ours + DEBS	PSNR27.58	70	1mo ago
Wild 55 images (test)	RDNet	PSNR27.7	28	1mo ago
Objects (test)	ERRNet	PSNR24.87	22	1mo ago
Nature (test)	ReflexSplit	PSNR27.03	19	1mo ago
Average (Real20, Objects, Postcard, Wild) (test)	RDNet	PSNR26.65	18	1mo ago
DRR-C 200 new (challenging)	DAI	PSNR23.83	17	1mo ago
Nature 20	WindowSeat	PSNR27.57	15	1mo ago
Postcard (test)	IBCLN	PSNR23.39	14	1mo ago
SIR2 500 standard (test)	DAI	PSNR27.32	12	1mo ago
Nature 20 standard (test)	DAI	PSNR27.05	12	1mo ago
Nature 20 (test)	Ours + DEBS	PSNR27.34	11	1mo ago
SIR2 454 (test)	Ours + DEBS	PSNR28.08	11	1mo ago
DRR-S 200 new (standard)	DAI	PSNR27.21	11	1mo ago
Objects 200 images (test)	RDNet	PSNR26.78	10	1mo ago
Five Real-world Datasets (Real20, Objects, Postcard, Wild, Nature) Average (494) (test)	DPIT	PSNR27.21	9	1mo ago
Wild (test)		PSNR26.24	8	1mo ago
SIR^2 141 36 (test)	SIRR-LMM	PSNR (Postcard)26.2	7	1mo ago
Nature 27 (test)		PSNR26.07	7	1mo ago
Real 20 55 (test)	SIRR-LMM	PSNR24.89	7	1mo ago
SIR2 500	Dereflection Any Image	PSNR27.32	7	1mo ago
DRR-S 200 v1 (Standard)	Dereflection Any Image	PSNR27.21	6	1mo ago
Average 494 images (test)	IBCLN	PSNR24.08	6	1mo ago
Zhang 20 images (test)	ERRNet-F	PSNR23.35	6	1mo ago
Wildscene	SIRR-LMM	Win Rate48.57	4	1mo ago
SolidObject	SIRR-LMM	Win Rate41.43	4	1mo ago

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