Rain Removal on Rain100L

Metric: PSNR (higher is better)

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	IPT	41.62	Yes	Pre-Trained Image Processing Transformer	2020-12-01	Code
2	M3SNet	40.04	No	A Mountain-Shaped Single-Stage Network for Accur...	2023-05-09	Code
3	MCW-Net	39.73	No	MCW-Net: Single Image Deraining with Multi-level...	2020-09-29	Code
4	MHNet	39.47	No	Mixed Hierarchy Network for Image Restoration	2023-02-19	Code
5	Instruct-IPT	39.35	No	Instruct-IPT: All-in-One Image Processing Transf...	2024-06-30	Code
6	CAPTNet	39.22	No	Prompt-based Ingredient-Oriented All-in-One Imag...	2023-09-06	Code
7	Restormer	38.99	No	Restormer: Efficient Transformer for High-Resolu...	2021-11-18	Code
8	IR-SDE	38.3	No	Image Restoration with Mean-Reverting Stochastic...	2023-01-27	Code
9	SFNet	38.21	No	-	-	Code
10	PReNet	37.48	No	Progressive Image Deraining Networks: A Better a...	2019-01-26	Code
11	HINet	37.28	No	HINet: Half Instance Normalization Network for I...	2021-05-13	Code
12	MPRNet	36.4	No	Multi-Stage Progressive Image Restoration	2021-02-04	Code
13	MSPFN	32.4	No	Multi-Scale Progressive Fusion Network for Singl...	2020-03-24	Code
14	SEMI	25.03	No	Semi-supervised Transfer Learning for Image Rain...	2018-07-29	Code

#1IPTSOTA
41.62
PSNR· Extra Data· 2020-12-01
Pre-Trained Image Processing Transformer Code
#2M3SNet
40.04
PSNR· 2023-05-09
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Code
#3MCW-NetSOTA
39.73
PSNR· 2020-09-29
MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local Blocks Code
#4MHNet
39.47
PSNR· 2023-02-19
Mixed Hierarchy Network for Image Restoration Code
#5Instruct-IPT
39.35
PSNR· 2024-06-30
Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation Code
#6CAPTNet
39.22
PSNR· 2023-09-06
Prompt-based Ingredient-Oriented All-in-One Image Restoration Code
#7Restormer
38.99
PSNR· 2021-11-18
Restormer: Efficient Transformer for High-Resolution Image Restoration Code
#8IR-SDE
38.3
PSNR· 2023-01-27
Image Restoration with Mean-Reverting Stochastic Differential Equations Code
#9SFNet
38.21
PSNR
No paperCode
#10PReNetSOTA
37.48
PSNR· 2019-01-26
Progressive Image Deraining Networks: A Better and Simpler Baseline Code
#11HINet
37.28
PSNR· 2021-05-13
HINet: Half Instance Normalization Network for Image Restoration Code
#12MPRNet
36.4
PSNR· 2021-02-04
Multi-Stage Progressive Image Restoration Code
#13MSPFN
32.4
PSNR· 2020-03-24
Multi-Scale Progressive Fusion Network for Single Image Deraining Code
#14SEMISOTA
25.03
PSNR· 2018-07-29
Semi-supervised Transfer Learning for Image Rain Removal Code