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SotA/Adversarial/3D Architecture/Urban100 sigma25

3D Architecture on Urban100 sigma25

Metric: PSNR (higher is better)

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#Model↕PSNR▼Extra DataPaperDate↕Code
1Hi-IR33.34NoHierarchical Information Flow for Generalized Ef...2024-11-27-
2MaIR+33.3NoMaIR: A Locality- and Continuity-Preserving Mamb...2024-12-28Code
3MaIR33.22NoMaIR: A Locality- and Continuity-Preserving Mamb...2024-12-28Code
4AKDT33.14No--Code
5DMID-d33.11NoStimulating Diffusion Model for Image Denoising ...2023-07-08Code
6KBNet32.96NoKBNet: Kernel Basis Network for Image Restoration2023-03-06Code
7SwinIR32.9NoSwinIR: Image Restoration Using Swin Transformer2021-08-23Code
8Hi-IR31.92NoHierarchical Information Flow for Generalized Ef...2024-11-27-
9iiTransformer31.74No---
10Restormer-Local31.55NoImproving Image Restoration by Revisiting Global...2021-12-08Code
11Restormer31.46NoRestormer: Efficient Transformer for High-Resolu...2021-11-18Code
12KBNet31.45NoKBNet: Kernel Basis Network for Image Restoration2023-03-06Code
13SwinIR31.3NoSwinIR: Image Restoration Using Swin Transformer2021-08-23Code
14GCDN30.95NoDeep Graph-Convolutional Image Denoising2019-07-19Code
15NLRN30.94NoNon-Local Recurrent Network for Image Restoration2018-06-07Code
16MWCNN30.66NoMulti-level Wavelet-CNN for Image Restoration2018-05-18Code
17N3Net30.19NoNeural Nearest Neighbors Networks2018-10-30Code
18DnCNN29.97NoBeyond a Gaussian Denoiser: Residual Learning of...2016-08-13Code