Color Image Denoising On Urban100 Sigma50
평가 지표
PSNR
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | PSNR | Paper Title | Repository |
|---|---|---|---|
| IPT | 29.71 | Pre-Trained Image Processing Transformer | |
| KBNet | 30.04 | KBNet: Kernel Basis Network for Image Restoration | |
| AKDT | 29.82 | AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising | |
| Restormer | 30.02 | Restormer: Efficient Transformer for High-Resolution Image Restoration | |
| Restormer-Local | 30.17 | Improving Image Restoration by Revisiting Global Information Aggregation | |
| DMID-d | 30.28 | Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling | |
| Residual Dense Network + | 29.38 | Residual Dense Network for Image Restoration | |
| Hi-IR | 30.59 | Hierarchical Information Flow for Generalized Efficient Image Restoration | - |
| SwinIR | 29.82 | SwinIR: Image Restoration Using Swin Transformer |
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