SOTA Image Dehazing benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
SOTS (test)	Instr.-IPT	PSNR39.95	161	4d ago
SOTS Outdoor	Fourier-RWKV	PSNR39.76	112	4d ago
SOTS	AECR-Net	PSNR37.17	95	4d ago
SOTS Indoor RESIDE	MixDehazeNet-L	PSNR42.62	72	4d ago
SOTS Outdoor (test)	OPIR	PSNR40.54	69	4d ago
SOTS indoor (test)	FSNet + UDP	PSNR43.3	69	4d ago
SOTS Indoor	C2PNet	PSNR42.56	62	4d ago
Haze4k (test)	FSNet + UDP	PSNR35.31	57	4d ago
SOTS outdoor RESIDE (test)		PSNR40.4	51	4d ago
Dense-Haze (test)	Ours	SSIM72	47	4d ago
SOTS indoor RESIDE (test)	CasDyF-Net	PSNR43.21	43	4d ago
Dense-Haze	DGFDNet	PSNR18.34	42	4d ago
RESIDE SOTS (outdoor)	gUNet-D	PSNR36.64	41	4d ago
RESIDE SOTS	MB-TFormer	PSNR37.94	34	4d ago
O-Haze (test)	Ours	SSIM95.4	31	4d ago
NH-HAZE	Fourier-RWKV	PSNR21.01	29	4d ago
HazeRD	MSBDN	SSIM0.881	29	4d ago
RESIDE SOTS 6K (mix)	DehazeFormer-B+SPN	PSNR31.57	23	4d ago
I-Haze (test)	Ours	SSIM0.934	23	4d ago
RESIDE-6K (test)	EVSSM	PSNR (dB)32.05	22	4d ago
HSTS RESIDE (test)	LCA-Net	PSNR24.734	19	4d ago
RESIDE-ITS	DehazeSNN-L	PSNR41.26	18	4d ago
RESIDE OTS		PSNR35.18	16	4d ago
RESIDE	UDBM-L	PSNR39.88	16	4d ago
RS-Haze (test)	DehazeF-B	PSNR39.87	16	4d ago

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