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SOTA
Color Image Denoising
Color Image Denoising On Urban100 Sigma15 1
Color Image Denoising On Urban100 Sigma15 1
평가 지표
Average PSNR
평가 결과
이 벤치마크에서 각 모델의 성능 결과
Columns
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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