Image Dehazing on SOTS Indoor

Metric: PSNR (higher is better)

LeaderboardDataset

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Results

#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	ConvIR	42.72	No	-	-	Code
2	MixDehazeNet	42.62	No	MixDehazeNet : Mix Structure Block For Image Deh...	2023-05-28	Code
3	C2PNet	42.56	No	Curricular Contrastive Regularization for Physic...	2023-03-24	Code
4	FSNet	42.45	No	-	-	Code
5	ChaIR	41.95	No	-	-	Code
6	SAD-Net	41.71	No	-	-	Code
7	DSANet	41.36	No	-	-	Code
8	gUNet-D	41.34	No	Rethinking Performance Gains in Image Dehazing N...	2022-09-23	Code
9	DEA-Net-CR	41.31	No	DEA-Net: Single image dehazing based on detail-e...	2023-01-12	Code
10	SFNet	41.24	No	-	-	Code
11	IRNeXt	41.21	No	-	-	Code
12	FocalNet	40.82	No	-	-	Code
13	OKNet	40.79	No	-	-	Code
14	SANet	40.4	No	-	-	Code
15	DehazeFormer-L	40.05	No	Vision Transformers for Single Image Dehazing	2022-04-08	Code
16	MaIR	39.45	No	MaIR: A Locality- and Continuity-Preserving Mamb...	2024-12-28	Code
17	HDM	38.56	No	-	-	Code
18	PMNet	38.41	No	Perceiving and Modeling Density is All You Need ...	2021-11-18	Code
19	MAXIM-2S	38.11	No	MAXIM: Multi-Axis MLP for Image Processing	2022-01-09	Code
20	AECR-Net	37.17	No	Contrastive Learning for Compact Single Image De...	2021-04-19	Code
21	U2-Former	36.42	No	U2-Former: A Nested U-shaped Transformer for Ima...	2021-12-04	-
22	FFA-Net	36.39	No	FFA-Net: Feature Fusion Attention Network for Si...	2019-11-18	Code
23	CL2S	35.36	No	Rethinking the Elementary Function Fusion for Si...	2024-05-23	Code
24	PFDN	32.68	No	-	-	-
25	GridDehazeNet	32.16	No	GridDehazeNet: Attention-Based Multi-Scale Netwo...	2019-08-08	Code
26	Uformer	31.91	No	Uformer: A General U-Shaped Transformer for Imag...	2021-06-06	Code
27	GCANet	30.23	No	Gated Context Aggregation Network for Image Deha...	2018-11-21	Code
28	EMRA-Net	25.72	No	-	-	Code
29	EPDN	25.06	No	-	-	Code
30	GFN	22.3	No	Gated Fusion Network for Single Image Dehazing	2018-03-31	-
31	GMAN	20.53	No	Generic Model-Agnostic Convolutional Neural Netw...	2018-10-05	Code
32	AOD-Net	20.51	No	-	-	Code
33	Deep DCP	19.25	No	Unsupervised Single Image Dehazing Using Dark Ch...	2018-12-06	Code