Home Console Docs News Papers Tutorials Datasets Wiki SOTA LLM Models GPU Leaderboard Events

English

Single Image Deraining On Rain100H

Metrics

PSNR

SSIM

Results

Performance results of various models on this benchmark

			Paper Title	Repository
GOUB (Mean-ODE)	34.56	0.9414	Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge
DA-CLIP	33.91	0.926	Controlling Vision-Language Models for Multi-Task Image Restoration
MCW-Net	30.70	0.922	MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local Blocks
IR-SDE	31.65	0.9041	Image Restoration with Mean-Reverting Stochastic Differential Equations
Restormer	31.46	0.904	Restormer: Efficient Transformer for High-Resolution Image Restoration
MAXIM	-	0.903	MAXIM: Multi-Axis MLP for Image Processing
PReNet	29.46	0.899	Progressive Image Deraining Networks: A Better and Simpler Baseline
HINet	30.65	0.894	HINet: Half Instance Normalization Network for Image Restoration
M3SNet	30.64	0.892	A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
MPRNet	30.41	0.89	Multi-Stage Progressive Image Restoration
MSPFN	28.66	0.86	Multi-Scale Progressive Fusion Network for Single Image Deraining
UMRL	-	0.832	Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining
RESCAN	26.36	0.786	Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining	-
DerainNet	-	0.592	Clearing the Skies: A deep network architecture for single-image rain removal
DIDMDN	-	0.524	Density-aware Single Image De-raining using a Multi-stream Dense Network
SEMI	16.56	0.486	Semi-supervised Transfer Learning for Image Rain Removal
MHNet	30.34	-	Mixed Hierarchy Network for Image Restoration

0 of 17 row(s) selected.