Image Deblurring

Benchmarks

Dataset Name	SOTA Method	Metric
GoPro (test)		PSNR35.8	585	4d ago
RealBlur-J (test)	EVSSM	PSNR34.34	226	4d ago
GoPro	DLEFNet	PSNR35.61	221	4d ago
HIDE (test)	MAXIM-3S	PSNR32.83	207	4d ago
HIDE	FMIMO-UNet+	PSNR31.66	44	4d ago
Average (GoPro & HIDE) (test)	MHNet-64	PSNR32.85	38	4d ago
GoPro 17 (test)	ALGNet-B	PSNR34.05	37	4d ago
RSBlur (test)	MLWNet-B	PSNR34.94	25	4d ago
RealBlur (test)	RevD-L	PSNR37.61	24	4d ago
RealBlur-J alpha = 20	MPRNet	PSNR28.29	20	4d ago
RealBlur-J v1 (test)	MLWNet-B	PSNR33.84	17	4d ago
NTIRE Image Deblurring Challenge Track 2 (JPEG Artifacts) 2021 (test)	HINet	PSNR29.7	17	4d ago
RWBI (test)	XYScanNet	NIQE3.383	17	4d ago
RealBlur-R (test)		NIQE5.17	17	4d ago
GoPro 20	FFTformer	PSNR34.21	15	4d ago
GoPro 12 (test)	SDWNet	PSNR31.36	15	4d ago
Motion Blur Standard (within-distribution)	NAFNet	LPIPS0.136	14	4d ago
GoPro 22 (test)	Ours (MT-RNN)	PSNR31.15	14	4d ago
RealBlur-R v1 (test)	MLWNet-B	PSNR40.69	13	4d ago
BSD All (test)		PSNR33.35	13	4d ago
GoPro 1103 images (test)	Spatially-Attentive Patch-Hierarchical Network	PSNR32.02	13	4d ago
Urban100 (test)	RDN	PSNR29.34	13	4d ago
Simulation		PSNR39.23	12	4d ago
MDRS-Landsat	EvoIR	PSNR37.48	12	4d ago
Lai real-world	DeblurGAN-v2	Average Subjective Score1.74	12	4d ago

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