| Paper | Code | PSNR (Raw) | SSIM (Raw) | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography | ✓ Link | 46.74 | 0.986 | LLD* | 2023-01-01 |
| Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling | ✓ Link | 46.50 | 0.985 | PMN | 2022-07-13 |
| Rethinking Noise Synthesis and Modeling in Raw Denoising | ✓ Link | 46.02 | 0.977 | SFRN | 2021-10-10 |
| Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography | ✓ Link | 45.61 | 0.977 | LLD | 2023-01-01 |
| A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising | ✓ Link | 45.45 | 0.975 | ELD | 2020-03-28 |
| Towards General Low-Light Raw Noise Synthesis and Modeling | ✓ Link | 44.95 | 0.979 | LRD | 2023-07-31 |
| Learning to See in the Dark | ✓ Link | 44.47 | 0.968 | Paired Data(SID) | 2018-05-04 |
| Dancing under the stars: video denoising in starlight | 43.80 | 0.936 | Starlight | 2022-04-08 | |
| Noise Flow: Noise Modeling with Conditional Normalizing Flows | ✓ Link | 41.05 | 0.925 | Noise Flow | 2019-08-22 |