HyperAI초신경

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

한국어

HyperAI초신경

Deblurring On Realblur J Trained On Gopro

평가 지표

PSNR (sRGB)

SSIM (sRGB)

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	PSNR (sRGB)	SSIM (sRGB)	Paper Title	Repository
ALGNet	29.12	0.886	Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring
DeepRFT+	28.88	0.880	Intriguing Findings of Frequency Selection for Image Deblurring
Hu et al	26.41	0.803	Deblurring Low-light Images with Light Streaks	-
DeblurGAN	-	0.834	DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
AdaRevD	30.12	0.894	AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
UFPNet	29.87	0.884	Self-Supervised Non-Uniform Kernel Estimation With Flow-Based Motion Prior for Blind Image Deblurring
DeblurDiNAT-L	28.98	0.885	DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen Domains
Uformer-B	29.06	0.884	Uformer: A General U-Shaped Transformer for Image Restoration
Pan et al	27.22	0.790	Blind Image Deblurring Using Dark Channel Prior	-
SRN	28.56	-	Scale-recurrent Network for Deep Image Deblurring
MPRNet	28.70	0.873	Multi-Stage Progressive Image Restoration
MAXIM	28.83	0.875	MAXIM: Multi-Axis MLP for Image Processing
Restormer	28.96	0.879	Restormer: Efficient Transformer for High-Resolution Image Restoration
MSSNet	28.79	0.879	MSSNet: Multi-Scale-Stage Network for Single Image Deblurring
DeblurGAN-v2	28.70	0.866	DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better

0 of 15 row(s) selected.