Image Denoising On Sid X300
评估指标
PSNR (Raw)
SSIM
评测结果
各个模型在此基准测试上的表现结果
模型名称 | PSNR (Raw) | SSIM | Paper Title | Repository |
|---|---|---|---|---|
| Paired Data(SID) | 36.85 | 0.923 | Learning to See in the Dark | - |
| PMN | 37.77 | 0.934 | Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling | - |
| LLD* | 37.80 | 0.935 | Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography | |
| Noise Flow | 32.29 | 0.801 | Noise Flow: Noise Modeling with Conditional Normalizing Flows | - |
| Starlight | 32.99 | 0.780 | Dancing under the stars: video denoising in starlight | - |
| LLD | 36.76 | 0.912 | Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography | |
| ELD | 36.36 | 0.911 | Physics-based Noise Modeling for Extreme Low-light Photography | - |
| SFRN | 36.87 | 0.917 | Rethinking Noise Synthesis and Modeling in Raw Denoising | - |
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