HyperAI초신경

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

한국어

HyperAI초신경

Color Image Denoising On Urban100 Sigma15 1

평가 지표

Average PSNR

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Average PSNR	Paper Title	Repository
Restormer	35.13	Restormer: Efficient Transformer for High-Resolution Image Restoration
KBNet	35.15	KBNet: Kernel Basis Network for Image Restoration
SwinIR	35.13	SwinIR: Image Restoration Using Swin Transformer
FFDNet	33.83	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising
DMID-d	35.26	Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
Hi-IR	-	Hierarchical Information Flow for Generalized Efficient Image Restoration	-
DnCNN	32.98	Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
AKDT	35.63	AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising

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