SOTA Reflection Removal benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Nature (test)	DIRS-PAIR	PSNR26.67	19	1mo ago
SIR2 Wild	DPIT	PSNR28.11	17	4mo ago
SIR2 zero-shot 454/500	WindowSeat	PSNR (SIR2 454, Zero-Shot)28.99	11	5mo ago
Average Public Datasets v1 (test)	ALANet	PSNR24.74	9	4mo ago
Solid 200 v1 (test)	ALANet	PSNR24.85	9	4mo ago
Postcard 199 v1 (test)	LANet	PSNR24.14	9	4mo ago
Real 20 v1 (test)	ALANet	PSNR23.89	9	4mo ago
Nature 20 v1 (test)	ALANet	PSNR25.56	9	4mo ago
Average 494	DPIT	PSNR27.21	9	5mo ago
SIR2 Postcard	DPIT	PSNR26.98	9	5mo ago
SIR2 Objects	DPIT	PSNR27.38	9	5mo ago
RealIR-Bench		LPS46.8	8	4mo ago
SIR2+ Solid Object	Nano Banana Pro	PSNR24.53	8	4mo ago
SIR2+ Postcard	RealRestorer	PSNR22.67	8	4mo ago
Average Nature, Real, SIR2	DAI	PSNR27.24	8	4mo ago
SIR2	DAI	PSNR27.35	8	4mo ago
Real	FUMO	PSNR25.95	8	4mo ago
Nature	FUMO	PSNR26.93	8	4mo ago
SIR2 (test)	WindowSeat	MS-SSIM (Objects)0.9759	6	5mo ago
Real 20 (test)	WindowSeat (Apache 2.0)	MS-SSIM0.9396	6	5mo ago
Nature (20) (test)	WindowSeat (Apache 2.0)	MS-SSIM94.94	6	5mo ago
Reflection Removal (test)	Hidden-Shot	PSNR26.22	4	23d ago
SIR2 (unseen)	Hidden-Shot	PSNR20.02	3	23d ago
7U (unseen)	Hidden-Shot	PSNR18.98	2	23d ago
User Study Real20 Objects Postcard and Wild	RDNet	Win Rate77.2	2	5mo ago

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