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Color Image Denoising On Urban100 Sigma50

Metrics

PSNR

Results

Performance results of various models on this benchmark

Paper Title
Hi-IR30.59Hierarchical Information Flow for Generalized Efficient Image Restoration
DMID-d30.28Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
Restormer-Local30.17Improving Image Restoration by Revisiting Global Information Aggregation
KBNet30.04KBNet: Kernel Basis Network for Image Restoration
Restormer30.02Restormer: Efficient Transformer for High-Resolution Image Restoration
AKDT29.82AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising
SwinIR29.82SwinIR: Image Restoration Using Swin Transformer
IPT29.71Pre-Trained Image Processing Transformer
Residual Dense Network +29.38Residual Dense Network for Image Restoration
0 of 9 row(s) selected.
Color Image Denoising On Urban100 Sigma50 | SOTA | HyperAI