Image Dehazing

Benchmarks

Dataset Name	SOTA Method	Metric
SOTS (test)	Instr.-IPT	PSNR39.95	181	25d ago
SOTS	AECR-Net	PSNR37.17	171	2mo ago
SOTS Outdoor	Fourier-RWKV	PSNR39.76	129	1mo ago
SOTS Indoor	C2PNet	PSNR42.56	88	1mo ago
SOTS Outdoor (test)	OPIR	PSNR40.54	82	4mo ago
SOTS Indoor RESIDE	MixDehazeNet-L	PSNR42.62	72	4mo ago
SOTS indoor (test)	FSNet + UDP	PSNR43.3	69	4mo ago
Dense-Haze	DGFDNet	PSNR18.34	68	1mo ago
NH-HAZE	Fourier-RWKV	PSNR21.01	67	22d ago
Haze4k (test)	FSNet + UDP	PSNR35.31	57	4mo ago
SOTS outdoor RESIDE (test)		PSNR40.4	57	2mo ago
Dense-Haze (test)	Ours	SSIM72	56	1mo ago
SOTS indoor RESIDE (test)	CasDyF-Net	PSNR43.21	49	2mo ago
RESIDE SOTS (outdoor)	gUNet-D	PSNR36.64	41	4mo ago
RESIDE SOTS	MB-TFormer	PSNR37.94	34	4mo ago
O-Haze (test)	Ours	SSIM95.4	31	4mo ago
HazeRD	MSBDN	SSIM0.881	29	4mo ago
Haze 2020 (test)	Fi-Gaussian	FID67.9	27	1mo ago
NID	Fi-Gaussian	SSIM98	27	1mo ago
NH-Haze (test)	HistoFusionNet	PSNR21.972	27	1mo ago
RESIDE	UDBM-L	PSNR39.88	26	2mo ago
RESIDE-6K (test)	EVSSM	PSNR (dB)32.05	25	3mo ago
RESIDE SOTS 6K (mix)	DehazeFormer-B+SPN	PSNR31.57	23	4mo ago
I-Haze (test)	Ours	SSIM0.934	23	4mo ago
UHD-Haze	IERR	PSNR27.06	19	3mo ago

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