Rain Removal on Rain100L

Metric: SSIM (higher is better)

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#	Model↕	SSIM▼	Extra Data	Paper	Date↕	Code
1	IPT	0.988	Yes	Pre-Trained Image Processing Transformer	2020-12-01	Code
2	MCW-Net	0.988	No	MCW-Net: Single Image Deraining with Multi-level...	2020-09-29	Code
3	M3SNet	0.985	No	A Mountain-Shaped Single-Stage Network for Accur...	2023-05-09	Code
4	MHNet	0.984	No	Mixed Hierarchy Network for Image Restoration	2023-02-19	Code
5	CAPTNet	0.981	No	Prompt-based Ingredient-Oriented All-in-One Imag...	2023-09-06	Code
6	IR-SDE	0.9805	No	Image Restoration with Mean-Reverting Stochastic...	2023-01-27	Code
7	PReNet	0.979	No	Progressive Image Deraining Networks: A Better a...	2019-01-26	Code
8	Restormer	0.978	No	Restormer: Efficient Transformer for High-Resolu...	2021-11-18	Code
9	Instruct-IPT	0.977	No	Instruct-IPT: All-in-One Image Processing Transf...	2024-06-30	Code
10	MAXIM	0.977	No	MAXIM: Multi-Axis MLP for Image Processing	2022-01-09	Code
11	SFNet	0.974	No	-	-	Code
12	HINet	0.97	No	HINet: Half Instance Normalization Network for I...	2021-05-13	Code
13	MPRNet	0.965	No	Multi-Stage Progressive Image Restoration	2021-02-04	Code
14	MSPFN	0.933	No	Multi-Scale Progressive Fusion Network for Singl...	2020-03-24	Code
15	UMRL	0.923	No	Uncertainty Guided Multi-Scale Residual Learning...	2019-06-12	Code
16	DerainNet	0.884	No	Clearing the Skies: A deep network architecture ...	2016-09-07	Code
17	RESCAN	0.881	No	Recurrent Squeeze-and-Excitation Context Aggrega...	2018-07-16	-
18	SEMI	0.842	No	Semi-supervised Transfer Learning for Image Rain...	2018-07-29	Code
19	DIDMDN	0.741	No	Density-aware Single Image De-raining using a Mu...	2018-02-21	Code