Image Denoising On Sid Sonya7S2 X250
評価指標
PSNR (Raw)
SSIM (Raw)
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | PSNR (Raw) | SSIM (Raw) | Paper Title | Repository |
|---|---|---|---|---|
| Paired Data (SID) | 39.60 | 0.938 | Learning to See in the Dark | |
| LLD* | 41.02 | 0.948 | Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography | - |
| Starlight | 36.25 | 0.858 | Dancing under the stars: video denoising in starlight | - |
| SFRN | 40.22 | 0.938 | Rethinking Noise Synthesis and Modeling in Raw Denoising | |
| LED | 39.34 | 0.932 | Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model | |
| LLD | 39.76 | 0.933 | Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography | - |
| ELD | 39.44 | 0.931 | Physics-based Noise Modeling for Extreme Low-light Photography | |
| Noise Flow | 35.80 | 0.867 | Noise Flow: Noise Modeling with Conditional Normalizing Flows | |
| LRD | 39.25 | 0.931 | Towards General Low-Light Raw Noise Synthesis and Modeling | |
| PMN | 40.92 | 0.947 | Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling |
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