HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Single Image Deraining On Test100

평가 지표

SSIM

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	SSIM	Paper Title	Repository
DerainNet	0.810	Clearing the Skies: A deep network architecture for single-image rain removal
MAXIM	0.922	MAXIM: Multi-Axis MLP for Image Processing
MHNet	0.903	Mixed Hierarchy Network for Image Restoration
UMRL	0.829	Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining
MPRNet	0.897	Multi-Stage Progressive Image Restoration
MSPFN	0.876	Multi-Scale Progressive Fusion Network for Single Image Deraining
DIDMDN	0.818	Density-aware Single Image De-raining using a Multi-stream Dense Network
HINet	0.906	HINet: Half Instance Normalization Network for Image Restoration
RESCAN	0.835	Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining	-
SEMI	0.788	Semi-supervised Transfer Learning for Image Rain Removal
M3SNet	0.903	A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
Restormer	0.923	Restormer: Efficient Transformer for High-Resolution Image Restoration

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