Rain Removal on Rain100H

Metric: PSNR (higher is better)

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	GOUB (Mean-ODE)	34.56	No	Image Restoration Through Generalized Ornstein-U...	2023-12-16	Code
2	DA-CLIP	33.91	No	Controlling Vision-Language Models for Multi-Tas...	2023-10-02	Code
3	Fod w/ NMC	33.63	No	Forward-only Diffusion Probabilistic Models	2025-05-22	Code
4	FoD	32.56	No	Forward-only Diffusion Probabilistic Models	2025-05-22	Code
5	IR-SDE	31.65	No	Image Restoration with Mean-Reverting Stochastic...	2023-01-27	Code
6	Restormer	31.46	No	Restormer: Efficient Transformer for High-Resolu...	2021-11-18	Code
7	MCW-Net	30.7	No	MCW-Net: Single Image Deraining with Multi-level...	2020-09-29	Code
8	HINet	30.65	No	HINet: Half Instance Normalization Network for I...	2021-05-13	Code
9	M3SNet	30.64	No	A Mountain-Shaped Single-Stage Network for Accur...	2023-05-09	Code
10	MPRNet	30.41	No	Multi-Stage Progressive Image Restoration	2021-02-04	Code
11	MHNet	30.34	No	Mixed Hierarchy Network for Image Restoration	2023-02-19	Code
12	PReNet	29.46	No	Progressive Image Deraining Networks: A Better a...	2019-01-26	Code
13	MSPFN	28.66	No	Multi-Scale Progressive Fusion Network for Singl...	2020-03-24	Code
14	RESCAN	26.36	No	Recurrent Squeeze-and-Excitation Context Aggrega...	2018-07-16	-
15	SEMI	16.56	No	Semi-supervised Transfer Learning for Image Rain...	2018-07-29	Code

#1GOUB (Mean-ODE)SOTA
34.56
PSNR· 2023-12-16
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge Code
#2DA-CLIPSOTA
33.91
PSNR· 2023-10-02
Controlling Vision-Language Models for Multi-Task Image Restoration Code
#3Fod w/ NMC
33.63
PSNR· 2025-05-22
Forward-only Diffusion Probabilistic Models Code
#4FoD
32.56
PSNR· 2025-05-22
Forward-only Diffusion Probabilistic Models Code
#5IR-SDESOTA
31.65
PSNR· 2023-01-27
Image Restoration with Mean-Reverting Stochastic Differential Equations Code
#6RestormerSOTA
31.46
PSNR· 2021-11-18
Restormer: Efficient Transformer for High-Resolution Image Restoration Code
#7MCW-NetSOTA
30.7
PSNR· 2020-09-29
MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local Blocks Code
#8HINet
30.65
PSNR· 2021-05-13
HINet: Half Instance Normalization Network for Image Restoration Code
#9M3SNet
30.64
PSNR· 2023-05-09
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Code
#10MPRNet
30.41
PSNR· 2021-02-04
Multi-Stage Progressive Image Restoration Code
#11MHNet
30.34
PSNR· 2023-02-19
Mixed Hierarchy Network for Image Restoration Code
#12PReNetSOTA
29.46
PSNR· 2019-01-26
Progressive Image Deraining Networks: A Better and Simpler Baseline Code
#13MSPFN
28.66
PSNR· 2020-03-24
Multi-Scale Progressive Fusion Network for Single Image Deraining Code
#14RESCANSOTA
26.36
PSNR· 2018-07-16
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining
#15SEMI
16.56
PSNR· 2018-07-29
Semi-supervised Transfer Learning for Image Rain Removal Code